{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "<p align=\"center\">\n",
    "    <img src=\"https://github.com/GeostatsGuy/GeostatsPy/blob/master/TCG_color_logo.png?raw=true\" width=\"220\" height=\"240\" />\n",
    "\n",
    "</p>\n",
    "\n",
    "## Introduction to Data Analytics and Geostatistics and Spatial Data Analytics Courses\n",
    "\n",
    "\n",
    "## GeostatsPy: Variogram of an Image \n",
    "\n",
    "\n",
    "### Michael Pyrcz, Associate Professor, University of Texas at Austin \n",
    "\n",
    "##### [Twitter](https://twitter.com/geostatsguy) | [GitHub](https://github.com/GeostatsGuy) | [Website](http://michaelpyrcz.com) | [GoogleScholar](https://scholar.google.com/citations?user=QVZ20eQAAAAJ&hl=en&oi=ao) | [Book](https://www.amazon.com/Geostatistical-Reservoir-Modeling-Michael-Pyrcz/dp/0199731446) | [YouTube](https://www.youtube.com/channel/UCLqEr-xV-ceHdXXXrTId5ig)  | [LinkedIn](https://www.linkedin.com/in/michael-pyrcz-61a648a1)\n",
    "\n",
    "### Variogram of an Image\n",
    "\n",
    "This is a demosntration of loading an image to a NumPy array and then calculating the variogram and variogram map of the image\n",
    "\n",
    "#### Spatial Continuity \n",
    "\n",
    "**Spatial Continuity** is the correlation between values over distance.\n",
    "\n",
    "* No spatial continuity – no correlation between values over distance, random values at each location in space regardless of separation distance.\n",
    "\n",
    "* Homogenous phenomenon have perfect spatial continuity, since all values as the same (or very similar) they are correlated. \n",
    "\n",
    "We need a statistic to quantify spatial continuity! A convenient method is the Semivariogram.\n",
    "\n",
    "#### The Semivariogram\n",
    "\n",
    "Function of difference over distance.\n",
    "\n",
    "* The expected (average) squared difference between values separated by a lag distance vector (distance and direction), $h$:\n",
    "\n",
    "\\begin{equation}\n",
    "\\gamma(\\bf{h}) = \\frac{1}{2 N(\\bf{h})} \\sum^{N(\\bf{h})}_{\\alpha=1} (z(\\bf{u}_\\alpha) - z(\\bf{u}_\\alpha + \\bf{h}))^2  \n",
    "\\end{equation}\n",
    "\n",
    "where $z(\\bf{u}_\\alpha)$ and $z(\\bf{u}_\\alpha + \\bf{h})$ are the spatial sample values at tail and head locations of the lag vector respectively.\n",
    "\n",
    "* Calculated over a suite of lag distances to obtain a continuous function.\n",
    "\n",
    "* the $\\frac{1}{2}$ term converts a variogram into a semivariogram, but in practice the term variogram is used instead of semivariogram.\n",
    "* We prefer the semivariogram because it relates directly to the covariance function, $C_x(\\bf{h})$ and univariate variance, $\\sigma^2_x$:\n",
    "\n",
    "\\begin{equation}\n",
    "C_x(\\bf{h}) = \\sigma^2_x - \\gamma(\\bf{h})\n",
    "\\end{equation}\n",
    "\n",
    "Note the correlogram is related to the covariance function as:\n",
    "\n",
    "\\begin{equation}\n",
    "\\rho_x(\\bf{h}) = \\frac{C_x(\\bf{h})}{\\sigma^2_x}\n",
    "\\end{equation}\n",
    "\n",
    "The correlogram provides of function of the $\\bf{h}-\\bf{h}$ scatter plot correlation vs. lag offset $\\bf{h}$.  \n",
    "\n",
    "\\begin{equation}\n",
    "-1.0 \\le \\rho_x(\\bf{h}) \\le 1.0\n",
    "\\end{equation}\n",
    "\n",
    "#### Variogram Observations\n",
    "\n",
    "The following are common observations for variograms that should assist with their practical use.\n",
    "\n",
    "##### Observation \\#1 - As distance increases, variability increase (in general).\n",
    "\n",
    "This is common since in general, over greater distance offsets, there is often more difference between the head and tail samples.\n",
    "\n",
    "In some cases, such as with spatial cyclicity of the hole effect variogram model the variogram may have negative slope over somelag distance intervals\n",
    "\n",
    "Negative slopes at lag distances greater than half the data extent are often caused by too few pairs for a reliable variogram calculation\n",
    "\n",
    "##### Observation \\#2 - Calculated with over all possible pairs separated by lag vector, $\\bf{𝐡}$.\n",
    "\n",
    "We scan through the entire data set, searching for all possible pair combinations with all other data.  We then calculate the variogram as one half the expectation of squared difference between all pairs.\n",
    "\n",
    "More pairs results in a more reliable measure.\n",
    "\n",
    "##### Observation \\#3 - Need to plot the sill to know the degree of correlation.\n",
    "\n",
    "**Sill** is the variance, $\\sigma^2_x$\n",
    "\n",
    "Given stationarity of the variance, $\\sigma^2_x$, and variogram $\\gamma(\\bf{h})$:\n",
    "\n",
    "we can define the covariance function:\n",
    "\n",
    "\\begin{equation}\n",
    "C_x(\\bf{h}) = \\sigma^2_x - \\gamma(\\bf{h})\n",
    "\\end{equation}\n",
    "\n",
    "The covariance measure is a measure of similarity over distance (the mirror image of the variogram as shown by the equation above).\n",
    "\n",
    "Given a standardized distribution $\\sigma^2_x = 1.0$, the covariance, $C_x(\\bf{h})$, is equal to the correlogram, $\\rho_x(\\bf{h})$: \n",
    "\n",
    "\\begin{equation}\n",
    "\\rho_x(\\bf{h}) = \\sigma^2_x - \\gamma(\\bf{h})\n",
    "\\end{equation}\n",
    "\n",
    "##### Observation \\#4 - The lag distance at which the variogram reaches the sill is know as the range.\n",
    "\n",
    "At the range, knowing the data value at the tail location provides no information about a value at the head location of the lag distance vector.\n",
    "\n",
    "##### Observation \\#5 - The nugget effect, a discontinuity at the origin\n",
    "\n",
    "Sometimes there is a discontinuity in the variogram at distances less than the minimum data spacing.  This is known as **nugget effect**.\n",
    "\n",
    "The ratio of nugget / sill, is known as relative nugget effect (%). Modeled as a discontinuity with no correlation structure that at lags, $h \\gt \\epsilon$, an infinitesimal lag distance, and perfect correlation at $\\bf{h} = 0$.\n",
    "Caution when including nuggect effect in the variogram model as measurement error, mixing populations cause apparent nugget effect\n",
    "\n",
    "This exercise demonstrates the semivariogram calculation with GeostatsPy. The steps include:\n",
    "\n",
    "1. generate a 2D model with sequential Gaussian simulation\n",
    "2. sample from the simulation\n",
    "3. calculate and visualize experimental semivariograms\n",
    "\n",
    "#### Detecting Directions of Continuity\n",
    "\n",
    "Spatial continuity can be described with nested spatial continuity models:\n",
    "\n",
    "\\begin{equation}\n",
    "\\Gamma_x(\\bf{h}) = \\sum_{i=1}^{nst} \\gamma_i(\\bf{h})\n",
    "\\end{equation}\n",
    "\n",
    "where $\\Gamma_x(\\bf{h})$ is the nested variogram model resulting from the summation of $nst$ nested variograms  $\\gamma_i(\\bf{h})$.\n",
    "\n",
    "Each one of these variogram structures, $\\gamma_i(\\bf{h})$, is based on a geometric anisotropy model parameterized by the orientation and range in the major and minor directions.  In 2D this is simply an azimuth and ranges, $azi$, $a_{maj}$ and $a_{min}$. Note, the range in the minor direction (orthogonal to the major direction.\n",
    "\n",
    "The geometric anisotropy model assumes that the range in all off-diagonal directions is based on an ellipse with the major and minor axes alligned with and set to the major and minor for the variogram.\n",
    "\n",
    "\\begin{equation}\n",
    "\\bf{h}_i = \\sqrt{\\left(\\frac{r_{maj}}{a_{maj_i}}\\right)^2 + \\left(\\frac{r_{maj}}{a_{maj_i}}\\right)^2}  \n",
    "\\end{equation}\n",
    "\n",
    "Therefore, if we know the major direction, range in major and minor directions, we may completely describe each nested componnent of the complete spatial continuity of the variable of interest, $i = 1,\\dots,nst$.\n",
    "\n",
    "In this workflow we will explore methods to detect directionality from a spatial dataset.   \n",
    "\n",
    "#### Getting Started\n",
    "\n",
    "Here's the steps to get setup in Python with the GeostatsPy package:\n",
    "\n",
    "1. Install Anaconda 3 on your machine (https://www.anaconda.com/download/). \n",
    "2. From Anaconda Navigator (within Anaconda3 group), go to the environment tab, click on base (root) green arrow and open a terminal. \n",
    "3. In the terminal type: pip install geostatspy. \n",
    "4. Open Jupyter and in the top block get started by copy and pasting the code block below from this Jupyter Notebook to start using the geostatspy functionality. \n",
    "\n",
    "You will need to copy the data file to your working directory.  They are available here:\n",
    "\n",
    "* Tabular data - [sample_data.csv](https://git.io/fh0CW) at https://git.io/fh0CW.\n",
    "\n",
    "There are exampled below with these functions. You can go here to see a list of the available functions, https://git.io/fh4eX, other example workflows and source code. \n",
    "\n",
    "#### Load the required libraries\n",
    "\n",
    "The following code loads the required libraries."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\pm27995\\Anaconda3\\lib\\site-packages\\numpy\\_distributor_init.py:30: UserWarning: loaded more than 1 DLL from .libs:\n",
      "C:\\Users\\pm27995\\Anaconda3\\lib\\site-packages\\numpy\\.libs\\libopenblas.GK7GX5KEQ4F6UYO3P26ULGBQYHGQO7J4.gfortran-win_amd64.dll\n",
      "C:\\Users\\pm27995\\Anaconda3\\lib\\site-packages\\numpy\\.libs\\libopenblas.XWYDX2IKJW2NMTWSFYNGFUWKQU3LYTCZ.gfortran-win_amd64.dll\n",
      "  warnings.warn(\"loaded more than 1 DLL from .libs:\"\n"
     ]
    }
   ],
   "source": [
    "import geostatspy.GSLIB as GSLIB                       # GSLIB utilies, visualization and wrapper\n",
    "import geostatspy.geostats as geostats                 # variogram calculations  "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We will also need some standard packages. These should have been installed with Anaconda 3."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os                                               # to set current working directory \n",
    "import numpy as np                                      # arrays and matrix math\n",
    "import pandas as pd                                     # DataFrames\n",
    "import matplotlib.pyplot as plt                         # plotting\n",
    "import imageio\n",
    "from numba import jit  # for numerical speed up"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If you get a package import error, you may have to first install some of these packages. This can usually be accomplished by opening up a command window on Windows and then typing 'python -m pip install [package-name]'. More assistance is available with the respective package docs.  "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "#### Set the working directory\n",
    "\n",
    "I always like to do this so I don't lose files and to simplify subsequent read and writes (avoid including the full address each time).  Also, in this case make sure to place the required (see above) GSLIB executables in this directory or a location identified in the environmental variable *Path*."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "os.chdir(\"c:/PGE337\")                                   # set the working directory"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Loading the Image\n",
    "\n",
    "Load the image to an ndarray, convert to grey scale (average of RGB channels)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Image size, ny = 708 , nx = 1280\n"
     ]
    },
    {
     "data": {
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JAZFCdWKZPIBtlisDAhxIS5DWHRPwjjX9evGFD7MPLmZGCcBL7UN+jiehpaMqkA/gW/lmi3nXgA+gXNuxjXZbny5inmz1yn29SyAtWsy/uagMULWPBcVDA+1FfYy3qeC0l8LYbijNvw9/AYTxm6bR9m4YtlwdHWG0MFAmo450gJD3YS6Q0QUU2q7exz7rG9hX52kf1hBVFU6WvqluYAokSvqIzVUMDEBwlToAKVcC/7gJgtbLOdk3Jb10Pk2+T6lb2u9iDlWeM2RemzK0O6le3gVHT+0upZcdTV1f07X1wQcf5I9//OPhXt85og2Qdb0/OVamN379md3OYbbeVOYgjut4Okd25dlV5iuZX5vm61nz6Dsvvxj1mUbTytrUDrPQiwEgvpKVElcas6Vpndgraurf08Blk4y0m/lqt+WchdrKYem13W/qr336sHOudW19KQHLPwJwDxHdAVnwfgByIHsnTWNWBcgErElwDar9SYGeJgSVsOCkAlbyPxIBl0nAqlMAOGlS4I4GqJlSDQ0aIGYgA+CIkNWTrUDMCPZSQXoChu92MiQSQG7larSbdFDDwO5cJI0HqUm4UpyrOKHTFCusKhw8e4BdFTA29cPmJISDL8LivdcL4NUqcxWMTPbhvvka+AxPJwoi01XUnyedF0Sgic+RDug2VUOdt/a13vaxzyOUwxRcLKgWRAwirnk/cNVLgQjOxykmVV6BEh7uwRp4JQtfXWCvpos4j7Twa067ppnW11TRZ7/rlN7rmrvb+sus19Oy7aVSbFaBctb580rm2RT4ThMQr5ReCoEcpwHkl0IZu+hqra0vBu2FB0Bf5UTb82l/36u27ju++757tWgvFFB7QXXQvZtyvWSAJTMXRPRXAfwnCGb618z8hRner/wmIjgngqH3VSZRgn2MZQ6Jdp9T4XEiJ8tg4lLIGyYccrSCshoKGqih2zfkqP+TCrckVkEXBMz4P9feZTQJlVU7KVGVh7N0plQYtrf6xazmWD7mSYZXiyiXArBXEPsiLLizUjPvUt6qhWYCHNNMmLwPtXEkybHdmprSDNap3uUIygiuXa4qVYLNjqWfBPANA33J/RrJWJm2eEj/jZAtgvs0+roBNht/cmtS2RDHa7UD25wS+oeZ5kgURIAqomqWU45JJEqiNGV9Vwd/Z23DBNGm3az1zYbXr5ioOqcFSoD7xG+bwtLpl+Jz4dpeD6CXCc26vk7z+OjScF+J4mGmdWePhb7dgIEXY825EiH7Ssv3UllbZ8l/L0HJy50qStsrABJXkv+EVxpNehGkz3dRF7C9mkqoWbwCXmp9c5o3xm7oJQMsAYCZfxPAb87yTnXiq2oXTW5jAkrmioTCJO6wOTlkoODKmaaZ/h/SRSoOceNVwIBWkgIlj6bUt49ZmThJn0w8o0aLiyXPNWGUwHAJu4J8phpB52aP6VTn1YRFuOM9A4gTZSeOQmNiEW5M5yWgHQx1AZrrkw7eJiE6AQ5XixhAqdY3UFQAiGKlobxk969euVLg4AkokzvMgNdu4BlQ+zgcxT+v7wv/66OAateqALnC79ogqrZXBLQhFQIyqkC/jjqKy2wKqDIQsjq4rlvFDTWng3Wyigkabq5OWlefjKvGsvLkO1dKAWZPJFdVejkoyOaEqynvXXWmSRVnGb2UYtG99Gg362sTTRP4qkrcvQeKV2uu73J7Ba4MXF2p0N7litf3vaby9E3vWq+vfazYTd9nSWOvqYvHL/b+vi7PPvts8kC4Epfovu7Ze2EpbXq/CbBeLeqrgHmx272eZxvtteX2JQUsZyYCnJP9TgYkAQFSJTPYyxUPs3aoEKIaeWLAwyN3DhlF4c6sEiLG1iYEA6wm6gTZO7qcVoFp/NLYND3aa0L41fwnhD6GuGHaoxXtTSqK1aRTivyZ2fUhZjbTe/Iudde/qiu45m4LU1PvnEibJx/rKdQXiV8xxc4YdC1oxhlNYPNqFAU6DmV8ipKBmYOnQZlYsyvWdzM1an8O5U0KzQpO49hMsm5qLxtfdYVGerv2Wh/w1czfBpf8pmLVLzRl11KE+vjkWLGp1Lafctc02TjNyoz64puA7QlhAVXevgT0Sy8bmgaw6sJhk9a7DVz2FTr7PH81aDf5XU/uj9dLOftSH5fta0nX0krVNobr12e1Wl0LC+e19GjYS3oplm03FuI2ur6BJQAgceNkCSTD8AFUMoCyIiKb0OrV7Qzg0sNT3E/pHAXXNF/ja8k8cc0RwyVSErNYQ0X2vVpak2ZxdiL9NuNEw8u7sVReTXopDr7d0m5crNq0W7OkxZxY4usmLQVdQLT6xTyigqWv1apzYeJmu55PHUfJrJe6n1B5UAcPlfc9QCHIjNY1GP8CbO9V/jp1gZim2nQpSgiTZztdWemq1La3p3VhoNkFid2UqQ5k61sSumrfVp6mfTlzujqUgssmQNlETQJrHzfZtj10bQD3pdbus7gOz+nqUF8+75XlqAtc9bH2Xc1+0TVe+wCGPjzaCwt8V75Xms9eUu+19UWiWdyC689fbe+Q6x5YmvDr1d7owRKxMarqweyi8YtMiCV4AMRAqUKsWSwdM5wjEXRF0g35eU5d9STNjFmFW5OeErtgT3eIpvuzEpFGr0zARPMzDLLNmpWazOnFoFkn1Suj7vS8KWBIxoSa9+BI9u9WLUwRBDbm1NDXGxc1TcEzB2CpbwVLZT2dPqao4LmbPGqBd2alRkEhSbrV3Qot+xXa8N0eDrs2cFl5ZsY092pBr+1UsNSvWPH2UhA4Xq6U7nXqCyrtPaP6e6kFs4/A23e/1YvRD/q6u83pK4NmdXu8Egtf374+zcX0St25d6vgvt6pz9ra9M614tGsXiJ7Tdc1sCTIlhuTWSj4uAZEKFedgbz4IpEL18QSwYA+V7KCU1AQfE0AhwngqNhA5TlbhAmI25iiVYiIQFwNTTLh9rXHFLwFk91WdeG74WcrtU1Le1Xyrmmvamtrejm1jiQT4MRjzbmkYZDsWJYrsielmKypxKG4M1ozJ5OfUggO3+rvZeqLWdouOKo+U9lvIRe6y1ZbPCu8rl1jcFDSxL5PYR/dpMswWn/XQeWVjqW2PqLxeoRbHPlar2/VStxe7r0sW1su9f5iujIO86XcrTeV1LEppdirYqtR9SmqvmWWZBOw5pbG64ParIXpfWA27XmXC16T8nW34PJa7Gea01cO9R0bTb+b+vOsoG8Wo0X9ud1YBa/lGKoruK51eebUTdc1sGSIBVHOlJPfGTkJ6OEhURsV5AFRSGKWICGJUVPeL62zkj7DEkAGALtqzim09ApDMrUYehPSw9NVS096BEnOV2a1mBY4hBjRElvJaHZk+dLS03JNYI57XydP0Jx8MwrXqjhIHBWJpF8NKFE6JHQlYLNqn+umvZg4m8BxVr0p5eJY07DPLdxLFsEG99A+ZW62dRKc8Z3jh3kb2L5Tx0iC3Mh/HtFNPegTXCzDXjiYcviMpTcgzOxDX8ttHuBqLOSr6uaU9MqwD7wuXIQxkagXKAZDsncYDVGcw7xUizodlGQIv/OWaoa2TJq9KtCk0HROL0VK3VPN2jhNKG2zlNSf6bKotAnlXaD0Wuz5MvpKEHL7KIP6gqNrza+9yr8LPPZRuvR1E59G0yyVdZpmeZwFMF8JTbOqXgvX06b8d+v11GrE6DlX7ZbX11pxe10DS8AWqPibVB52BCCrnjPHij7tfMlKOiaEJYl5RLFqIl9JUPKEnDVX+BLOOe1QzdYbE9L2bDdjEMgbgvmEB9LgF5L/ntEU90jJ8wrza8mjCi1bSsDt0FsCu7AK1lVrTPRqnrRANabY5HpQ++UZlXcJdsxFtBqhIsZbFao5zsLNycUt7ZNJv9T8U04GgGdl6mjHXmWq1T++R5XfeR0wtuRRxbrVfn61KGZFQYFh7q+d/fxKlEeN7sSJFrcpI21IT1VLJHhyj7jl0TZOBFCocgpWX+E7UXV8JNlUitSyI7wlxzm9FKhrz2PTs9PuzyIYevWHr6ydDUJmfX7rsm7ulq4lYL1WtBd1nrXv7KWXyUuprbrA0dUs55Va+K6lG+e1Bka7pb1wP94Tg8I15t11DyzFWqkHCMPsVmJqCkE9VEPPXq2LqaLcFiYCSo8gMHkv0Si9AcVUGrN3VfJ2ZMd36HOEkFBlf4r3Yl0gtcbssQLGs590iQBAVqk9pMpgucrarRTEVxO3+ylYowqACU2VavTSdxPAFWA/SXYlIcDI6PZoE14KwcTFOWTI1XMRbY+dh/SxlDKKfdc6avqulbfNtXIaTdOYpVSf0AloPXu1L1XSgpTfLHuOHMpaMYgnlT7A9KFC1mjh+d3xqzHtBP5WIXA6jVQB3V5T6+LECF4V0w7KrSdRGcJJHm37gar1x4TnR11pMlkMSn/MYeVLnKa50017p8s9r6mvdaXZ9lyToH61hKprsbfyxbAcTbOoTctvFr40teUs73eVoZ5mlzWx/m7X/b2kvcyjDaTPajXtm3aax7RndpNPva+1KZX2mvr2/7RsV4NmtRxPe/da0vUNLHmS8Vm4gSiwK7pkRwFcekoSUYzHGhU1aONB8AGoINwzA5M1pmdCqRYMhgbGMVtGQDEMMKuGX8qxF12hAlwb3JamHulxBWQAwaw2TXS1JgW2/2pJGz+CpZG7qx+BTxSbpf1l36z2HM3TBPh2gYtMuK/1EQZQgEOgKLF4MRgeLnmPEF0b4349y6CLI83UJBh0TZZpeXeZZWO61lRpf/AwISM+72nSLdOiN0cAg2jgvVpEDT26rS/VL+5xuSbc/0I2VL1QeUf6a4EEb6qCI24N4InXw7xREU6icqTiHRIUMDXhvvaZpj2n65f6CurT3q0DgK75KJ0vpoHWNoXIXtCLbQ3rI1BeK6vOlQLstnJPS3eaBW6aIqStL+2WZl1brzW9lMsGtJflWoHKae/0UYjVqa9SbtqzL3W6roElY3KiIGcOaoIAHRK3UwLYEUoApcKG4Eqr7l7B8ED2ngGVKCCzohVLt1QASRVgYoKYRJgF5ExMJoZnCVqSKZax5zmgJS1sUtOJS3a1AmQIPhEWXRAIq4eNt9GuXSUS4F0vn5SpLYU2R2Ogbvqpc4VQNdDY/VLrZ3xwpmCoa7yVX9HSFNvOlAcg2y9LahXSZxIrueTlYe5+FhSKLI1kC2HJQMFJ/iRfUoOyQ3RtDOevWvkCsGkLLMRRh5EAawMZoe0jhg6UqVqkllpHC9TaIrlI6Y8AytO0xGrplcfhGSZ4SpQ+bGUzvtRLUxd08aJQw8icTk3gr5IYN48jIjk7t4+giZrQDhkPlo+xOljXk3mBda6wucqAezW9NBAZEs8Paw2pjIP2gYRRrYqnhgtV/vZf+Jv6xJx2R7Nqypssin0E/WllaHu2j5Vhr61DqUB5PQt9u6W6QN3V9un9aelNu9aUblt/qPeZPmC0j+KirYx9QUZfENz1zjRqs9hOGytfiX35SqmuEOvD6ytpz673X4rtd10DS2ByMJUlkGWmdTcLEBAEDuIACBmEAk6OPeAY/CVaqBQkkAa8EMnNJHU9joTBzqEMOVAEJulvACCnUWEZRHJACnMu4DMAAn2UOGQlr1alToYcsULMGgyIwCCUrvqM1dz2E7Z2TrQLf20Uee8mhO1gdZqSpKuZFAk1i11kyER6EX9EMOlDdBFN36y2qAJhX0vDJbw1O6z3EfFVrEOhH+glkv2t0l4mUTsU7OFLD+8sQIoLgZ0EfDLgCd4RnIYu9invpKcEd+8KG4jg0kKHonmpH3u9kIHVgh7ay9nT8SMjRuZIz4W0eklJwiRKACGrpOVIXMEDf1k4JUWrghxPALNkwLBjRTQdZ70UcRwE/mogreRaUzdO+85uaWJhqFtprij1KXkDeg5v7SKsx3RTmcwXjYkrA+PUFJUqLh1Xte/Wr4OCIikXsbg0h/d0zrW9l6kb8W6Jff0sVp17a5OOD2qXJoQ+p1mpSTjtcjVteraP4N32XJMVcpqwlb7T5WY3q/tlW7pN6belcTVoty6OfYFgE4hqeqeN17NSV9vUy+K9b73fVEYAje809ak+iouma33cU7vS6bK6zwLU03p15d23X74UwcusdCX9cjfWSaMm3jWNw77jqyvdWWkvLPdNdF0DyxQIiaDt4GrCFSca9fRNBwcPEahKAKVnOdvSU/oYiICyVHDpTQg2l1lbDBOsoVjELJDynpTBOUgeZE62hHEoT62cjIqQX8MQYAAFs0ZlNPCaCFaA1m+PO05i5UiBWqPoSNW2mLhNUOtUsugbLwxoV5JtGkgc7ghYi2ULYJmqBWES9+V6GvbZJNinAjZglh25TchCYB4tNsrSB5drX3o9Z5WTY2v0WfZw7EDOI1jaDbQ5B2ZbDCPKEssTTfqMUmz7AMI42Ttqn8YLVqAHwJNDCZLfHIV3IPZr2P3AD+n4maMEUMhnFsA8zNiKggH2anlURQ4sPW8tiKR/IVyrRyOt6SPis3Tl4K8iRKc3WsDsxPvNqVbvmSdB48MKsg0INgDGdE1JmjMUKC4YDQeeECoLCgFwqUKqsthNXquTS9spBYCGW1vAZVvVOc1YM7Bpwq56qnGUSPcvczJO57RX5JIO0qmgbAAYbeCyD1BMaTcCfdO9JjDRRm3WsZeDoL1bmrWNriT9pvQMHHZZLdO02oTyNgvsLCCiyxLZN92+oKQLZHQpcLoAy24szVdCV8Ob4Epolv66lwqTaYDS3rlagHJW6lPelK5rYAlAo7CqHFIR1IT5HkCRnjdCJr4zUlGHIYFVPDPYM0gXUt8g/KWaSyLdtzkxiaDyCZhgDWQOMJfJYDlraCsDBwQg47TcWt7EepA7Ss7OTATwSi2TOkyKm9NJQeVEYJQGIbdncjHwSCgHo1REGrAfN/MnGjHlS0bR7TnBGbU8WVxME4TipVJpIaR9LXXLh9JBHYV/c1VkVvdVzwCc7L3V/DzFox9SS2yppRfjoIDLzM7N8Ao0ySkIVMtNYumTbxYdlCrWzrSc9o0cCegLdZZdybaXOA2d45lC/7d2NQAnH06BMYG89TVx/XZqkQdk/ygDKM1y6pN+moLeWFSrWKNl0kqd1XQGezXd7tXEXZmMESMP20hOYXRqEdeprBHU1ecXI++9IryqUNZWl7oVKFXkx7aeFD6qgk47z2fhYZ1P0buf41WGzt0U7rF5dXg5V6pgNzdU7hGZotaoyeLX1/LXJvBPA3izAM8mgbWPtbTtnab7fYXi3c4fXYClrWx909tt/rMItn1BTVt6TVbmej9pujZLGbpcq3cDHKa12bQy9QV9KW9mBfbTlC4vJri8Gule6fieNq5nnaPsnbQd2+axPv1nr+hK5oNZ372+gSVFQTcVQwjGCLGOMCalJlJrUnCMJdI9bSRBfiAWw5K5cVBXO0GD6ahGJiyCBCSVUNCKqI1vrOJEUlGwKiEWywBagmBOE+/O6lZRKXtF8IsTon13lID7GUiE7SpFdUBVgE0fbK0X1zifgKEgojLDE+l5hBEoV/Zy6VenjSZCVlVoN1DpmVE6Emuf3XdSXk+irDD3RpGNXQSXYBQaydfctWVPappPpbLyXg1ls/hkK2BuP8iGlBE5T7qMhv6ZkJSbINZFQzlmPVVXc3JwTJX+Sx4QV28ouJd+zvo6x3NMArPtK6FaPVevTjLIXfoj+bgS2guhsHIdeqQNmaum9gSOR3cgGUuMyfbrUybn3ORZlLVypem44PvaJDi251+xIleHw+zEKXRkHZuT/ZCT/80i6sPYRfBKsfkUsYhzuop0pVY/rq2tfdLZqzLNks61tBDM4v54tWk3/N8LYbavhTAo+nu8V6cugNCHulxYgUkX3K486qCk/lxbvfpYRPsoCl5qVsU26ts2swDPrvuz9I8mS3PTey8Gj7vqP03psltweV0DS4LsoQv1TYBF0BIQELFj1HQROTCbhUdcYs3iZ8DUe9a9lRLUJ7g/phki5kkB6NYmCkRQKYF7Uo0bJynYVwNsEvCHEA9mD/WDudRK9FKxdXE1GbOGxZdCQdM+0ta301qaq2c9h/BLb7RPn200CXBKFRlTa5bBaYLVikO+KeSbtseuPngM5IV6aT0duQqINtSetiwzSxAan4FZ2tj6gD3nNJhUcGZN2wAke0DTxQEIoDdtbbD2deMZUdI+rFbAyAlOK0QIII9Z9+LV+GJBXihJ06uFUZQGFMph4Mg5B5CLFt8EN9k4EKuWQMvSU6WvCd9tBGpbcwy4ZIwkiLWfQnoK6hXwxzStIEkexpOUH0jKmlBqxed4cYLa8BSnPLRCBWEAYmGrpWW9LPRH8gBcmAfYytUxpwdWJe1qrvh1zwzJU/rSZD0nFSexKtQ4T9QVAfY7LS6lXSehuJ84WsUZlLi/W1/2sKnSylA12keQXJnqXkSh++VIswjbfa2XaRp1K9RuaZYydv3uSv/FcA9s+93F2z7AoivtPmntZd2n8bJLqG1qvy6r9l5YfWeh1Jo6Lc+m+nRZtdosXE1j6EoUPvV7LxVwOa0/9rX87oaaeNFnPE5Ls+3aXoDOWQBhX2XQLHPNdQ0sAXGJYyC4N9YtZwHUhU+CZxf2UjJUMEN0AmSVckQk1VMFGWBPgJMjQ+QRPY+PXbDaQdMLAiNRsFrBexC8HE2ilqW4d1IEQOdEsCJGZV9Zgfg9llsthRDrZUbU6DIa9sxZGhUBtIoJ6l3ZeFuSuG2KwUokvFBfLwFcyBg5yzhuPHuv2jbMANcMOfKa2IAsamglSFM9xWRykGBHsb7J7kZNgbTJ9SpRjDarWbD36v4co96aToCT3zbAzIJeqQMEHNWvlUk9DJiZ5O2IVOHB4MTqRI4qqfsaWLbCE0RJUFcAGAipulpypT0F9LlQQWKCxhyS9729nyAASFRTAjBoAFZmYSUts4w7s+ILz6QPejj2yBzBQcJqTU681lvTamfJ9zrF8lxx0B8AVewdw+3Y3FK1wydtXcGNPswr8UE7cKVbCZTOP8wAOaqAflKMnXHsV5Zv2ZBmPa/q4h4LXo2XJf/bmEiP662vRTKnyDtxnp4MIeZ9PNk1phEDtHlF1Fl4Shgwx5VXTn2FqisRZOxaF7CZ5qaWAtVZBLK9BG31Z2ex8LWB7BfTIjlNYXAllp36M135NrVlF092633VJMj3STstX/29rrExodSeQYEwi9VtVkDdxeuu9/ta0/canO7WUrmbOnS9F41UVb5NUxjMkk/Xc7NYq9uUBG3z9pWC8useWBqJu6J8lwaPILNo4E0AA6Qur2CAHEgBkvcqDHJ1/yRzaiGt7OgDglbf9l8iWqpCnk7l9SACSTAV0vTNYMG2Z4+RkQtBeJihe9gmERzBOgQH4TaK2tHqB30igGkWsNUop+tHBCN2MQpujs16VH2dkjRj/6wKfL6j4zpXt6zWCtgEYjvmCSILGBPLUn2VwvthQCUTiBRKpHOGuLdImtSYcfOinC4A9VIkKSkYYBWaDUMSQbZc+shTwWMNk1/yvVIHnixvcArmuHc4vFdL1fY11ylOtKYw0QixRMgyKXdZxrFhuNWAqVmwJtyjCSDIGHDkkGd2PEq1fxiEq/QvsnHHlTFft6ANlAutyK0vJfWKHBDK7H6dGBNWugq5eIpn23BJLzPb3sOEwfoM6XyYASCKPGk/EqieQ9qfOQBmuVYrv32tzEPxpvcKttNxwM11rM4D1XspQJa+lLqvz+lKqU27Xhew26hLwJwGSKe57u21RbVN0NyNcNxXsG4Cl3uZfxO9FC1R9etX2mZ9+FgXuOt5XqkVuOm5LqF9mhKlzWrblF7d4jlNgWJpTRtz9fq00dUClk202zz6js0+13erFGgr0zSLcR9lwZWUw8rS9J6b2KNUpeseWKYCEQe5UEAOAWBi5GpVMgHchHUBDcpwUu27MtKEEhFMqfpexRYBRDOhoAEikQVDnj667tXFdMf2urq8slSEAORmZtBr4vZHIWuvADWcVxnKYHXVR1Ph0sqklziL76SRZy09A5Q+hPynILylbZDNMLB9XYptebUuTFb6dyLAc+ViT2oCpW2PppM3WdeJwS3kjMXp2qOYXnMZWNszh5c+SE4skUTw3qP0EvXGgdQFvH1BbFqArA+zZVYhjsqNFoGRnDlmV+thwydONtYnE2BlVm3HSf0p9H1Lw9xmAVQi7zqtAzWABUuv5FR9IpbPggklJDhNjOos901JQyS5ulqDhD2QPSkNZlV/q1n1UH8iyTihAMoYjYlY1GlGmCrioo4EEiYTQpk8FxQZVpIZFjML0RRroOkl4D2dc4AkxhBFhYm1hW1FmhWwmILQfr+Ylp6vNOrSzM8KBPoIp23WmL75NeXTZK1K61W3RnSllb7TlkdXOnvdV/cyvbqica+pjS99LJVNz/ehtE5BzvEW7bwd9LWVa1r5+jzXla71rTbL2LRype/vFux18T4dh21yR1OZZqG96H+zKCC6qEvO2k2abcqMaevYLLyddU2cNganpXXdA8s6BYwYMKAxp2opSwXUCKIMGFKQ4cJ5bFS3dlXz9ORVsJYHBIhZ9EwFBg3iZZD1QtRX+y0gZhCrUKEIziKQ9JDzLO23PVGmGaFaBK8VJY7uu6GuoZDyx4nAXFnsQ11mm7S6umZlX1kAlekbgsgZCswp8m9a7rG8zbwFWhaOcE8+DUh5JLtAOZYg7X8p+8PgxKQLogOQUxSWSdAWvJNoscxyfhfBqTBd5WJQGLQsjMysUWsnAWJ9sW0UlDwHsBDKHBQecU/lwCmAUwu/nN/q4ZjDuZyeHDzlULQMa2jiybLprwCMPctROqkCxe4RYh8egVEwKmeBQo9vIaIA0gksUWaVLzJS43ie1qcbJ/MK7zEB4FqJJ3+KfqkavdXSNUrdn62uEy7PSbk4SSAGj2ooYsOiF34nvvecoN+0T9WRNqvSISDhWj3qeU0Ktg1u3nY97QtzbHlF1EeA6iOw7AXQTwXjuoA8DWB2gYDdWFHbytdU1rSMTfnt1trVpxx7kd61oK6+BrSvbdOu1dc3+y6GhOoRcm19dhZlQ1v5u55vU06k73ZZi7pAXtu1pjT6jNk6qKyXPx2vXWD4pUJ9LYB9wd6sY7b+/MRaW+NZ+rv+fRr1KVtbmn3SfxkAS7Z/AExgSQQkloiMkRkq4YnUrwKbCL5OnwfFYCsE06Rb4yegIeTJIBP4SawqrJIkJcFFmKNbnrynFhtFR/HIAVI3XEKhXnBmFbOz7Rmi7Td3QC7VujrBnaoQZoClItCxuAIbnNaz6oOlxDwnJ603Cn5Q5X8UbsNj9dfahT42YJCWjytnKkoaYv0qg9TNYCJkiXDdlDXUIhYHs3GpUaSe2AIagYwUNOlV+mnpVwX3kHeYiJPrpMd6EEAOCdipVcQ5BYWiiGAGSu/Dc2xCvD3PArqDooUTC71NGlS1FqbuwDFYVdpPoK7bFngo8kX6VgQ0zKZYCT0+8MeujW2fcgCmuvizPOlC2WJnYm0xZt1vqtyMVnWAsgzMjG0WS6bn2MK2F5QcwXlzmWRkTLKHU/NznGqxr84iWE+Va9+YEc5dlfYOE8ZEWgqXK6BKdnUb92OeKbgUwEuVZ1B5hmKfD8CbQgLBrb/OJ1K+EyrWYKcd0ifzdqMQp6o5Ig551J+SU3pk96q5/E+MrzldMe1GEGwSSuoCa18BNn3e1tmuZ7uE+CZrZVM+bWXooibrXlP+swKRNK0rFcjT+s6iFHipAYEmmoWvFeV4rW7e+97gr+1eF7/qQDb93mZ9bOu36f0UFLb1+65rbe83jdmmPOrAvM7jPsqWF4vayn613ulr3Wwb413zwTSAuFvqimbcRdc9sDRNfgRKUTA2kgiXQRxFjAarwqaCmYEKu56iW1VGBM7UlY4c7GB7sDWqpFKaPK/CvIlSFNyz9HsAJgiCl3yNQCLT/aFwsseyAARseiRRMDkEoJFCCDgpNJPUbTEGAYpW13qQHyYKgWTMCBbFMw3S4mPBre5Ask+KmsW/erza2ukUNeLKTbHckl5OJ7rYRl4fzLwX9+GEqs6bkn4Jhk93jBrwqpWkVICYityhDAbQAHikR4hIWmU9AEvMTQCNcyAGBgywAwoQRr5E4eW7uHJrvYnB5KVvswNzJi7KPsjUUg420T8BhxxdnL1FHgLg7TBJ7c/OSR8S4GXMl/8CpghtY+WSsySDIoeT9CdwOsHbmZmBhYwQA7fUZEn6aQaG4xJDUmUKCQC0Y1/M+Vj6rdSNFST7AFoIY5YjXzhpLzgXgHsJOdcz85kUXfxpgwE1lL5l3u69JO5i7WSWoEUlU3A51ZNltEw1YQgI6iFz3y8pHl9jCqXM+yTYmDxfpMAxGf8JhKzkSfqduLovOBU6nM1BLHmHfcIs/U9s2LVxVeGZBH6KqoNY99LusURmBgBPGr7HtBlzuiJqctFqEkT7COBdglKXtakNILaVpel7W/5d5ezKf1Yhrsla0xdcT6tnU16zAPW+zzSVo03Q3U36s5RvGq+a+G1A0QBdH0t3X5CY0jSLVR9g0gYsplm06s81PZ9+T3mR8qzL+pXyrP69zoO2er+UFBS7AV19+kxT3Zv4eiW82C2YbMu7ax6ela5rYMkACq8DI/EO8L4qpsjeRhJhxkf3TwEnHN5nAEWpgCIFP/ZFUYajVEg3a1eUvZ0KsaJt11eTQ+ElKa749aedLqufRcgAswfDxfIS4J24vnqCWJGsSKmwxtADxJMJpKGvRJuACW+MSkSf2jtW5lge4UVUcKSdVwFYH+UHUQVwh/xrQIWh+1ERQbmAilpy4CTwjXwpGeqWHMVmz8lpp9o/7PxJ4Un7Hgz7moKX+qIWq0fIsrgH2PtY5kzdWwuGuINauqRAzQCdB0as5XNOFs2kxp65NolNcLnKSGtirgVWStBh7MeccMUpCIyJGbi0fX9WJiBa62sinzEGAbQm7udEhIFz6h6szDCeAGrhBdgRyANMDO8J7FnHRQRGYfFkr/3ClD9sG5YD0M4zN2k1fjGIGyHWRP+Pj3PlIU7aq/SMshRUJ5YeuZeFd5vSiRc9pZlqIKZkWEalyyRZgCcb/8wC8K0qnnWfJwFm4U/7ouXInsEunpPL7CXSNsz6DtjZn1wJSrW7BXFOkfoIxvXn68JT33fr1AaQ+loM2q53WWhmtaLMAl67ytRGdcvstPz6pD8r8GyyMKX3diuc9i1DX1CWgsppyoBpypC0HzcBpzbgN426FB9t17sA5pVQyqsuhcE0kNhWziYA1Qb8rwVdCaCUtbRZmJ3Gpz7zVxPPu/Kpl22WOXIaON1tX7++gSUDY6+uVo6QmWzqRKgKO644CrYiv5hrl6Uj4JAJKMAomMHs9EkRWBjq1qVATt8UgYl9OEqAyAFerY6avbSLHWggGTvnJjQ+3ntkLguWQnvfs4cLh9QnYMH8BFXACtZUJJvREc+sC0QRUFXyZwYlx6Ywqp2yK7jGREAemPBZ3+vU3EnT9Ly2o5TDLCK1gQSg0PJCATQZIE5yIhCympsfR3tXALAermKpFeG3umeNueoeWmWrWXBt0pSv3k/uiWAGyjKps0jH4UzLwk3yjZGJUkT/SgZKp9yhDL401x2v7NA9hNTM8erETwHQVBeVqjLAgELbxGo8IYoKBmtD4XHCS0DPIE1HBQDHob8SNAKyM1fwOs+TNq1EyWXZ+6egUnZxxgk3d6IccsFsz8jgkZPDMHMYOFhuDZy7uiRjvzaWiNKPiUXbPuV8UunX9owjUhdpFVQtIYrgsHEBRB2acfjfUdrWmPB+SIttbc1J2UJ5QaocioGoKtBQ7xU2uTJkXmZCEcpICcDlkP5eCF9fyWTrUV/Btk1orgPNNqtLm/DaJNxMs9g0K/+6AW8b4GzKZ1ZBrQ9YbRII+1qmmtJqu993XPQVgGdJw651CcVdafcRtLvGfh9+zgIGrgYwaktzWp+dpvBpy6PvuGoC2E3vdIFGUTZevUBQfWivxlj6ftO8lt6bhfZCYTFLf21TnHSl34euGrAkon8N4DsBnGbmV+u1QwD+LYDbATwJ4PuZ+TxJjX8KwLcD2ATww8z8qWl5MBAOXfdQq44Kst4EGEZwt/IcQWaAD5RYu4hRskfJHICiYxYXPpW0BIBpCkFASgP/GOMpxX2NEli9E3rv1a3LDkhP6qoWy2ABgLpbGoKBuKVxzTrW9N2AR7gXBL6EL8qTxmMmq5VILLucXgY3CObC62bBOQihpOlyhNJZUgcDJYxcz+lrBwEEBBffiSeYdM9aFFIBlVLVtVIi+8oB7bJ3lmLCWg3imHZgs/pSWgAbqx8AlGVEXR4MYokA7NTiVuTivmgufswIrq/FWN2ywSi1P5mSgphC4BtKrd4Nkn+qFQvu1RxdGKWc6gpMcR9mlmnUY8oShnKwePvSymzpxDaz8toeV4Lscay2CUMORs3gsiyM7ZEF3zJea1lLs3wl/M8yGQ8F2x5NHXvaOAM4ZJQuzITMZRjkZhmVQ0/0EJ4J3u0lNUG6Snc2xREsUJEtBPq0LSQEgJ2OG7nnSNzbDUA2kSkL0vSM6oGlCAxKLIjpnaQryJPMKMtodRGXVopKPZb0y3TMAaYXSeYoinsxWeckMIp03lFyCJWAjL1rJ8BcbXox1legv8C1W8Ay7V6bQGvUF8hN0763vdNFL7aA3BfQzAoom6xNfdpz2jPT+k5dqZDWrwsMNV3r6idtirj6s+m+yi5ez9Lu0yxC08B0/fkuHtkzfcpkIC/lfduYTq+3KWe66mFgMjWmXAtw2ZdfXQqRWZUKs7RTH0tl+n69LNMA4G7v9x2PKV1Ni+UvAPinAH4xufZjAN7LzD9BRD+mv/8mgLcCuEf/3gjgZ/WzkxjA2KxV6hKbEQdAIqAyDV6T2CEM5wVACIl4yYzSE0oSi2PGAlhLUBC0TFRW+UjBR3KVdQ8QEnnWhCMTwoLAm7xHcvi8Z6/BWcg2EILZhDMrhJhoGPEYE0cxcqjxx9KudBSQHHSPBPhqxeSQ9+haaTJr6mFW75LBFZhIgC1JHmQSsr7rrCxpeWwTu10zIVfLJQAEIcCKFZpIgLtXv2YbaIxEI6YFjy6zaUVQVRJAFAthX2NyD7pfDSWCJdD4RlCBVjuc7U8Ut9Y6s6wEpBZ1H+tPpAoKoCwikGSWLlB4qKDOADstrxZPj7Mhrh49YzoHAyRW7tBqLgbXSU1FrGPI65iSOuv40r2fnPpTaodmlr2rqbu2tWvoykm7CGCmtIsA8GHMlCwuvzEkj7UUIQfDmSKCGc5lclamlnfsWfcEa5sSQrChEKTHRUBklt3YR1y16SZasZ244RuSOcLagCefisd3JBfNU9cucvKtGtSKEQLdUPwtQE7C+BAIjhwyJK76NvdB2qj0XuY0cpX5UsBgVDIY7E5GZpgfQhAhuOCWzNWJUM8sjfuYiRCOQYH1Dah1PlyL7zIiMLZ0rR0z9+IL/i8y/QKu9vpaE/yb7vWluuA6CyjpAxb63p8muDUJ0envPuWeBl77UD2dJn70BcnTAF4beOoSNKel0QRUusrQh69pXn3asK3P1uuV/nXV29JsapumvjKtPvV3+wLLWZQf09JqozqISvOseyvVy99Vn5cKoNzt/TYlRUpd9e/ie9r/+s5Rbf02fa4LeHYBzPS9WZUgVw1YMvMHiej22uW3Afgm/f5vAHwAsvC9DcAvstToY0R0gIiOM/Nz0/KxoBO2z857c3O0chhYShhhe7j0/wximTTBi5lQ6h43E2BK1rw4vmdtIoy3DEPO8eBwE73CvSRyYXCtpOSeV0ucIL3KXk0AFrM200iRnuwqB0EtdSdMdg8C0IA2AdCmxEAAaAm7Qh0MKKD6FkXXUk4LWqk/kKnt2MAl1BoR6p+AV4SOH8vpDRxpofIQ1MRckoHgOEsx31BOywspoJRnfHI/4YaCMgRh2id7H62qLgCrmIgfI5zlWCWCuPNJOeDFBXsU+KAAkm2Po4CNMrjBmqYRAalJttqfMts3gfCHpG/J86I4CIdpaFmcSvfMBtidgEunZ6i6eMRiqBZpsCtmCTAU9uVmKDmZ7BgBRBso5wQoOAcQMTKicCaqBDLSTKxttG4SOVeUKcRe31c+MJCzHZ9T3QNMEJf5rLZYmlGXrXNZucNcMfuCyNbGtbpWnqn8osZ+GPamspbNPiiWir0Acjkr1ECdtKl5b7C6+ObE8pylwQxHEkynJBlzpSoHQl/Xcsm+SFG62dxY6Uf6TCkDMJTZumd1bmbdD2wul7J30gIPmfxSUgIoExfrqCyRm6WX+uZOFIJUZ+TLiF6M9XW3QmsfSgWVNmFrGiCaln7f67MAwXq5ryStadQmKPZ5bxpAanvHqA28XI361cvbJlj3zaOt7n34MU3Q7gsCu2iWfmPP91UWdCk/0vJPA5VNn/Zem9Wy7Z2md/eCdqPc6nOtTXnQda+LZ7MoAupjoendrnr0AY9tv7uUFim47KNge7H3WN6QLGanANyg328GcCJ57hm9NrHwEdGPAPgRALj51ldUg8cwMC7TfSFqNakEElFhh8QF0Y4XcETIkIGIUJYlfDGWaJ9OhPoQmZQTgJKcGVk3bwT3ywQvpfmbgOQEX9WELgFcztcbGmFfGsE6YDxughjIIMcoeBXGxXpRP/doUky24qf1izwHnKbRFIY7xGzkKqgHokUj5EuMNMhGydT6LjjuEyx9KfvFQt4US83Q57TO6oba9KzijkTgj5Izp2ki8sH2lsYJvrZwhc8IuiU4DEWrYJKegSpm2QtYBxclU2Klim1CFI++qS82WRZBm3NxL6jwxvqKAMYSwqO4C1cUKyBbfADAhTKCGVnmYhCkOt8YYG/RRxX4VvgV3wvPs45LHTseLBZHReNSVnVBThcj1rqpRUqCILlqutZvKlHvEM+yzJxGrbXBVyNhRbBEp1F2+1J9Ui8ZGNcWdeI0GI70PQbgaz0i4XpjXjb/EVUXNudcCCTGLo4uRm3fb5o0SXAp0594X33I+pDlRc72nHN8h2PwrRCEi2MmIZozM0qOrr/svSiKbE+8PlgC0bJf42tc7NK++xVLV7S+pmvrrbfeOiFo1PdcThMwUkHWXO+KougUkJqu13/XBa/6974a/7qAXAdQewWspwGa3Vqg2gBfH/CQPltvj1mtb21lakuv6V4fEF1Pexr4nFUAT/uPUROY3A1oqL+TWv2mnUvZRdPAQD3vael2WaW6+FIfd219s2ksXwn16Te7GV9NY6CJN01Ac1q6Tf3MypamN01B1GeM9L3XNg7rde5bz2sWvIeZmeKGxFne+zkAPwcAr/maB5k9BdBHDhIlU4VVeQGVLWbM4oKoJ4fAKXhkiBVj6AAaOriywI732CmdWC9JP73COo4gQj6rVfEqnUrI/RSsmQCpDeknXoVJR95RON/PDHqOWSxHtq+OsvA+AWASF0ByBkChgpp1fqkrN7LeVUBlgDyMsOGKaHL/Z8mTYDStip1hVyLuAeTQFlLy+L3ydnJEvaWXLoTVIEwRxNfAeAAdmpseWVEdRFR5xvKyNMK7sCAy9XL4pD+oAO1QtZok/UXqSyhrtWa971nAGqs2YwKwV4S2KFAb+BM3Vg7yfCiT92BHyd5UBEAOCFATHCXfvU/4R7Gvp33fgITt62QP+BKI++mkEch4r2lUgaYoHEzlIK9oAK0J7WD8XpbtglAEHHLd9l6CtDszYAGvFBuF/hOCxO5m3ePo7m1/dhTI1Fc77oXFRoqYKIPahSzr/6kqKe270nfENd72yTaNt3RcmDIvy6TERaw2ANlLW7AAxfCWB4hdKKf3vhKd2c5n9TUlIACQmqOlH4rir14PqEKNtCG9l326X6m0m/U1XVsfeOAB1msTwtM04aVrPOZ5jqIogmDdF1ymlEZTbytPl+DcBwA01aPve220m7p2Pdcm5E0TONP3+wC09NlpZWvjX1fd+4Cnpnym8bNvW0wTpuvfm8ZC+tlWtialTFsb9KlzPc+m/OqAr0tpMA2kdYGKWUBHnX+zgssmnl9NalI61e+3vddEbe3Z9bve7l39a1o7ttWlqd92KSe66MUGls+TuuAQ0XEAp/X6SQC3Js/dote6iRPB14kgLmfaRZASwJi9wgyXJedREqEsdV9Y5jAYEBYzwsLyEBsFA56wPWYU3ougzy66zVWAQpXxFtm0LKLLWWJEioAoCLPxXinSOIidKeqRk7iceQIIEiXWQwEkJQK51VslZ3EvDJWHIwsoU+uYnE4wQfZPnmvvYGFfWAMR7GjAGKHUkvCarfes1qTqu84ZCAayFHgqEKoDORaTWzIYUqHGAGCtfEQR5DIaB31MHwF0hQlRLzJHrSPD637TZp7YPlzGpHWKYQGDjOPaV+sTTsJfu2UgSspuezTllM203UqOLr22N3eg79t4glqXpW/FPZdeC5bypORM+a592zM4BOVRS7QhlhBVWCG6AR8FONZB0hqmXS7UwzpoArZaRMkaf4XnUg8OgNfs/ra/M+TJE0m02hMrz9QWc4Kcl1l5w6XPx9Q911OzHGJhTNHUqJBJ+sq4IZWMGyJF231Crd/auIgLWgSH2gccVxJghhz7kmThHElka45eDxZ4CTZ7pXyHKs+sFA1CkjQ/hb8wYkj2kc5qZX4Z0J6ur3XBt4/A0iQgM0sgL7NaDgYD8QryPvSF3YCu9L2m+bpxrUosRW3lnUWIqgtzfQHYXlCftLqE0DZgsxuBvYtnTWXoA8TrZe3z3jTAeKX8T8FaW5nqgK+p/H2AZJ2mjZM2cDnte9e1tjK2vVMvY1Pd94raeNlG08b2NIVM3746rQx9rvXNryvftvdnbYfd9JUXG1j+RwB/HsBP6Oe7k+t/lYjeCQkqcJF77K9kyJmTIlLI/+kRESLUqkSrgqhzTuPh2J6yEpSL2yng4b26/BGwtEAgT8gdYXPbYwfiquURBXfDFiZmp23JhiBJte2EpCxCRaMQ6WH7o1jtfQWR7qECiKUOGVUFYYlvM6lNSa2TjiRSpkvu16n0ITQGYMecJIJvFAJtQjVZNhF87SgMqLDIjDwED4n7Ionk3MXSl5oIxTSYwCpcFsroCE6rQNhyT0Gx5B0tXARz14t7XOMiEN1dHdUttzE9UPwIwnYNQAbLnYFVE87JBOWU55NuMAaqLPAKhbKLm2Do4zaxavkICTA0Pnjdj6jAjRW4lN4mHpLzUDUhk8eJLKKqPuMFHOyk0Y70w1sIZWsLTr4nbCNv7cEJH/U4EQdkTnp7cJ/0qrLQvm1HChEYA5AqTDhY48wqyIxwlqduZw15AQCX8WxRF7UuEbop0A2AOKGkeqGtHNJhJ1+cgknbs5m0VHNaCV6uTwkhyA1YA4xBjj1S93FzQZUjVjgq0rzWn1J3bCmvBwXAywxRnEG8P5zymDRIFDOHMyfDnm8trPdyVEsAd9p2DlDPAKk9VaI3JUKXPWEFdNZxSa2YVr+qMJcyyergFMCYK3zTntaXOe3p+gpUwaX9bqNpVpP03SzL4JxDWZYoy7ITtE4TsNoAw7RrfYHGLJbLpvfqFpq+tBsgVM+zDYz0BSJ9eG/pNeXRRn3r1RdATrOm7aaM6f0mXtaBef2ZWftaF3BsyjOlvla1LrBRUYROASptSpwmZU+T8qWtbk3laivvrEBxlnynUROvm9p7mlWyrR9PK3ufulwJiG5KI+0f03h2NY8beQeAbwJwhIieAfD/hSx47yKi/xbAUwC+Xx//TUgo9Ech4dD/636ZQNxYTf5jDhYVMskHMaIgqWAukScYcCqgu2g9KRU8EgD2wNARSidHQJTMGHkT6Op7iqRAYfBE2TkcKh8FqUgS0VXK55lVoPMCRJ0PLnkpEMwydS51dpSlBzkFHuG8zEh2zINp9R0IuQnAhijA0DM8gmAf+048+gLsEFwWEzARwJdeK1gEXXtO+OSD5cKsamC1IAHRiiThhWT/lheBkdUym7ELgN2CvFjAoGRIIWICRkWiTZ9JnojSuYGLhIvpGAp9S94nsoAnyTtavlAq7ZdFDUQSUGktmVgYziWdx55jsWQH18GkrOlzBCmMtR0xAQmvAVJeQ4C7Ao1ShXenkWDJye8g+Ht5p0j6BJGFD5exEllmNY88BoCczXrPIdiOjZPcKUDzDA8Hp5b2zOn+Z0cYOFLLvYyRBCoCgJ5FKpZ8YTtjZCA8oRySXuSZ7k22xQBUaSk2fmPyCA4AyHXchCBbFMHXtKA/DaLdxJUy8Zf38Fq/PATQiVtVOfS72IWokqZ0AYYdqKQzTrDYQvnlnBx/I0fbJIA3ma9gKXiErQVABIHQ+ttRs0ay/9fF2pL2BaCyjcGnFs5QPEtIORzmXu23Otw9JAjWy5VelPVVaRYQ0CTwdQlLRNVjCOrP9bXk9BWimspYt6rU00uBQ1faXWXZjVViFoE3LX+T4DdNELbr1g6zWIFeDJqmPOgSirvutVkb2/Jput6keJnWb+v9q/5cl/A+TVHQBEKalBzpp3kTNKXXln9THZvGybTffcZAG8Dpoj59uC/os99deTfxr0tZMEtfaXumibdtoLTpvboHR1M92q510dWMCvuDLbfe3PAsA/gru8pHrSUmxlil414d3aengIDMBRaitfcE5JnTkz5U0CYTuDQyoSORnJztEay6h4Vz1hAF0PSz9CLhyH7LakewiK6xA4qklGUOxLrHDLL/U+R0RsYSpZPZzsp0EhmTosCccCjpHHIlS8rnDGgr/+R/2ZtUBKGNwVoW9sBEt1LmEkX3zzJ1RyYNwMO6Z1QLkpEGXyEHkANzqWc8arAYtTqU3qP0HlmeofQ+EdprYBKoFU7KQNzsFsdJhFdQ9czJPiSTqNU3nXhscY6WSwJAvoK+5FrSXvIuCbBMeQc15KiLqRkIfdIXq/WKboousSaFCSY8p5YED5QW8Eh5K4YjBc/6kmdfmWiEX2mAF0kjKnWiezFJYaRMClzFMkbS350DBb4BA0caIVZYlpG4g8t5pkBqsXL14FSsQY5AyKHKGVs8tW6O9CzGGu8s6FHgFSV8AiZ4TWS9TCd1MKot3E59eprMDuJGy5qfA2sEZFVCsZSTdO4iiCdH5lzoX9Y3TYiXtFn6LVCZw2J/SeYx62cNfa3ILAiRpZs+x3A6TwUwqmmHAMLgGMU6BN6S5xkAiqQNtEB2/JC1i7i/ShplWSvky5BerPW1Je+Ja20CepNQ2wRgmoSfLqHM7gfPg44AKPX07Nk2obUvqGpLo34vpbZ6dqU/TRBvso5MK09XOWapf1uZ69THytH0TlOaTcC/bzpd1+o8rKfdZZlqoiZlRVMe0+rQR1nRBBab3rU1oP5sW5vX02krSx+wNw2o9sl/r6kNDDaVrWke6ypbW726FB590mjqV031acu3nu40xcasoBK4hsF79oJMqDXQCCAI82AOIMEOuScTJj1kn6UH2AloEiudCPZmfQQEMIy9uKyWPgaqsQiTBgaCQU/5XrKAIeZEYvNikYqLqktAsWgP5PgEh1KPeSAVFD3pAkri2uqYYJiQiECcIXMcBFsLksKhXtpBglCuvCnDV7PTBgtASXLcQ4h+66liUYikQigQ+FB1STbLJelZgipYOiD3ScAZZGCSiGmlZwXLTvjEAHFwwhOeJEcPAEisxGnOLJZTp8IqWM/HqPaXJtDQRPVBxgkAqw7MOHlnWQbSiIoxeE1gHbxP9xFae0VlgCOAvLhtkpNzLmvSu5YnXgvRYz3L+ZwpuEwmNmaxdHsFJ3Y2Yemh6gXtR5AHJhchVcY4qpUjlsf6NRDb3p5mr31a+3Guvs6ZAzLo/mBre3OFZXMNrbZLxgJAYfGsMoecJUASUdzjGABU0p7xmI8EDCculaFtQ93U7ZIsJR17tbNyr5QIyX5IZpivcgGEs3ttr3JGmYBE7zFmL/2+nAx0EqGvtJ1nsRKzKQVYeGxTh426ZqFIFFwpljNlm/GXFRRnSRrxXNrq4kUO6h1ByHKZc7PMSSCgChCRwjmX1kvK6sJYn9OVUJvme9bnmgQx+6x/T/9SEJpS077MNBhQCh7T+6ZUKcuysTxt5a5TFzCYBu6aLAT173VqyqsNFKdlaAIMXWB3WvptZesrePZ5LuVfk8BbT6fpe1qmaW1bf7+tfZrK2Fauer9O3+kDsNuUL/Xyt9WviQ/1NLrAYVOeTenM0k/q5Z6mYJlVwXMl1ATG6+1W96oAqmO5jaYpHdI8dpNGk9Kiqx3bQGlTX+mrkGmi6x5YRncndY2rdPxUtrMIgTpgPeCdWCSLkUeeuwQgQIEpY1x6jDyhKAljzyg9BcHT/rx3es5g7AAlWKx2HIWnIPersMYoNXiLSdoixDuv8CmErmRkTix5zjk4r6CMXDCmEjFKx/DBBy4K8LbH0vaOZoyQrzOgo38Mi+gpVqwxEI6OEFfVKqiQErIZUxMBvCJpSt0V2Nv5js4BQ4rWCkAAGTkKbrGevJ6hKECJkpwzBSthfyDUKJZk7aHKAG8OzgpAgyJA28ZVXkvK0zww4yRDBpsFXId6J66VJMJxFtgc+4NnbafaeLVUmON3RxSOZ/DMFUthXIhq5SYCsw9HBRARSpgiRagsS3jSPbxJhNmSE+ub8dcUAY5Cv4hlqJbeOYSorc5RDXxKfyI2dYZmov87FiUMgZGRC21L9jcxwXEcRvoMM5BTdPtOsqi+xzp7kI1tea40oAk5+TOWoTp5p+fEyljY/aLYuIRwyhl5JnPSr4gJJXt4UquhA6Au5N6XyA0WJouip0zAXmg7F4/9SeYwlygB0n2V9fLWA1vr9BlK7GDniprAYPdirSg0rE4x3iINa/RZctJHw8sykkI7JIUI78xp19QkOKf3UuoCnCmga7oHTALFps/0qBP73SWMlQ1+0E3X0vLLPOUqSrhUEOtjDWgDAml96nWbBjTq77ZdS8vYVN70WroedIHNugDcVI8+5e9Lu0mr3r/6tEWaX50Pfft907W2333KYmXvw4P0ubTP1stQz7cPwOxLfcFfE1+n8bp+b5rCZi+pDp7rQMvXlJxpWacB5qY0+yocmvKqg8qmetTHQ5cyog/1efa6BpaAhKsX+a/G1IqQinCMAutuIscE8mL9K4jBZRSMmVXr7xk7pZyNyZSplF+C2SmIcOKeqIKnWPdcOOAbtkco9BcP5mhBYDaEE93OCAQvDn/hOQBg78Ds4ezPEzyJ9JRl9qxHntmAV+BI0b3PxF9P0X3Q9Lrx7LkIiH3pQqAi9lWQIxlyOCYgAHYTXsNDHAB+BjmY3ZO8a0A3V7dHO3/RJ0JH2ibWoKTSroF2r+DYkYLo8I5YTrz2D4u2mbq7sgKLdE9sHDfR8sEGMtjahCL4S/dw2rsVQUkj3AagZsDSrOPij2htHVxE9dHSRzAubabuj9BgQAENSU8kilEx5XgG3RPsWfmrQhnFdnMK8uQZ2/+WMEUrmzGFvb12WYLxWOAUraN6/RIEUbhMx6CZRlVBUxCptU3um3dyAXH5lvdlXzArerCDMYJNInQSqvZPIImmqwy0PqxA2ijgECK1eLJGZ1Zoaeg3WKJjg/tkvyApuhVwlcLlesEIKXsTFssRNGx5xCN30l5L7NVNWJCYNEEJeIlanal1PwaMilRofwkuvLAxMglsQx28VyWVzE3eW38joLQ52MZ+HGvkAA5nDSOcGRyDiCULsB6T5MLY4lBzR5CzOHU+c9Bo0ppJaXhT5xautNGc9oJ2I/Q3AY+okPXJHFkVwJuAV/pe0702atLmN1lemp5LLZ9NFq6+PDCqWzn6lL/Ps03CZQqQuwTeJmGzSficBqLayjsLn5rKeSXUpgTpqmfbu01pTOuDs9SjC2S08bDevvV8623b1XeawEkXD5rAfNuzdXqxQOJu8m3r+12WPKM+Vsw0j3r6syo12sZ91/tdbdc2/mYdj9c1sGQARb0dtf4mlBkE8CbUk5fQMHbcgkbL9GoFrAAJ0wQxw/sSg4yQZw5FwSgKD4LT4BllAIgecsC9HLcgCfrQURksmzlR+jSj2iQSQHGcMHJ1uyMS4dqzB6ubW1nGyaX0nITaF/AmkTST9F08+sRuCAATgcx7r65nmdYhdixfOSDDviV7VljSKBsmqgGXyIhAToK3IJMy54MMCzkh12JvlRz0BKSCKJLBHkBWRHYBmE+cC0kMeIL3IoAD4hrJSb0BjShpL5mbbH3bToiQ2zLIEhAWisYiGFeb2QYvAogmrVD8P01XD6HXjXC2E1LaKhXcvPTDBGDJvmEJuGR76qpVSCZRxXyc9NeJvklZRCEWgEddbc1aB0LFYmSA2iMqMsx6VWq1ihIKXIQ9TpU+DAKVDOJS9unCIyPGgKwPU8r2pLQG0q3d2xoLIdpyHeUpS+IlIu0adTgY1QUcrIPxrMUJTWKtzGkuaTCeVAkRwVZSaLDcYQCsFmEilKW0g4NDwRTVHjo2q2O4UhB9jFUpkQbUkpJb4KegT2JO5swILKs9mVHqhCP7Wxm5KZYSXpjCxqLsSiBZBunxPQCQOd2XDULhCYWXo6DI2X7zMPXNgeUV0jRhosuqlf5uAwzOuQAu032PNh+2gctZy91mNUrBY3o9FQ5Ty54928SD9HeXcN4EtNueS9PvAqdpvnWgkR7zYu+2Cdd7IeR3WWqayjzrO215Nd1rAktNgK2rf/UFz9PK0tci1WZ9Su/3ofr4abper7tda+rDdeoqY1eZplEffneBwz6AMf3et0zGk2ljty8Q7yrTrAqKJsVAn7HdpogCMOER0gay2+i6Bpbg6H46OZmbYCwkblUMIq8CYgSdkgAAmCVSJuRcAcwwI5RlJm84oCgIOzte3GlZwO2oFA38qCgAdmq9RCgbgwGKR5kQm/uo2g2SfmPAMAxyZjguYiRNIqShFq1jefYiVFIUSwnqMhovidgXtqJqZ06FaOawL9WEUbvrE6AsecvhBXVJ1at1KdQBsT7OEQYDhzx3GOQsFleNQiosdsmeSFTeN6smWcQSRAGSGeH8xND5jTe+BDiLdVXwF/aEEsXAsJqxeBUHpgXk47lqYQRF4djS9woCTbR2voZHSUGflzKnt9Lz/0L9CMk+XlFosK8GNJGbTvlv7SB8kn2qPliawuP21fyJOY4JF45qie6LZufyWsgsA1jBjWeE6LDe3K+dC/ygMu4XtMCguaKokhkoKShBODA9upZaBGM1eIL1MEcCAR5hzKVtqE6fqpCIUM3Gn4GYagtWx0KcW2pIM5Qx+RYLn/C4WZhpeqY0tQFZ27CCLK6kK0otDuCqhPLEM0ae4cmpkkt5ovMDUO1fYWxrv+HKGcDqceENscV5Tcpm95M6MGQ8GLpjddlmDyaHDB5i5JRxny6ETgM62XzoScaH1QEUFWKePLzzMh85AlEG5zlacTEHlldK0yw2dYG5zfLVJeRkWdYJLFJ32aa9lakgXhf+mgS1OohM00nBWL1OqZW0qR5N6XQJiE336oBxmuWhnmdcXyOYrNc35VETyO4rmPe5Pq3MXfzpU46+gG1Wa4u9M4syoyuvpj7ZVb+m9mlTjqT3m9qzrVxNYLKrXNNA2dVQUrSNr1nbsw/ob8qj3gfSeSBNdxoQbALwbfk3pdkmP7TNt8xcGfddSoqm+ayed1M6L29gierk0rToZHoOIlmwCJt8FTRmGXSPYpCcg0CSkQimgs5UqCZgMBCLSVF4gB08ZRgVhO2ROLEWJesh9NVAAkQilmfOwblcBHBdMMXy5LVD+BjcwoQ0b5YBCWZDREF4DzwA1AKU8IE5HBFhIEHAYm2/CZHeUgSqYNRcdwO/SYOFsPKFDeBVO1oaqMOE+kGWIXOkQYnk1XEprq9FasVwGbIsAkszRVnZvFeXOC2mD7xB5ZPZC4AOwNODIdY7dewLAEl9CYGkJqzWHqqAukR4NntMw4F5zFEoJ6jQH/oXhUy8j+W3NkzPHZVgPwwuDQLYBAd4dg2uVeEbIhpOAIBZM41PQWEw0YQaPEf7H8k+V1NsmOK+LC2glJbXPnWzq2djYHUvLGWMTN2DCy+WyYJkz6kDy77IwGpCxiTeCYosRtonTLnkvbStKBJiKzrdpwlS913S/YmQvcZMFnGVJ8Al6fUw2auFsJUSHmTqph5hWhW8evba1jTxnLVXeBZpO+mYYgFco3EhR9C4HIX3KFnmgBIWdAghwFlwAbeAN0gWMp8uaMIo6fcE750Oc3U7h/YXHY+mPPG6UTm1x4prNcu4i6dxBr0YI87fEsRK3HxZ+574vFr/ioPboUQugyaciztwcU5AhZ9z2guqC7dtAkf9+jQAUxeQiGIQFbNqpn/pWp9aEO23Xavv4WwDWekc2gROuzT5KbUJvV1As4mmgYh6uZxzEiAu4a2lEbeUxHtpfSytLkG1rXzT6tWHF9MAZhu1CeqzPNMk8NeBRFu6bdf6gIf02rR26Quk2pQHad5tSp8moNgHWDeBknrafUFNV1+vUz2qc1PZp5Wzqf/VeVXfS1nnR1/FwzRQXh+jbUCynkbb+Grra9PSbrrX9NmHrm9gSUCe2yKS7n/T22SCsO7LcRmyHMidWZA8oFYZoijMSRpq6Qh7IuWeeFQy8gGBJaoESpYolgSxuBQlwL5U66QcAZIPMlgQFecc8iwDCCiKCC6ck8XBZazRUKUcDMJ2QRiNSwmsY8J0DfR5QCwVBg6VSVw3ganox5V3BTRbBFZAJ5famz4JktQ2nggx0muaTlGWYtFygDNwiVwDEQmwyBzgslKBNRneBQVhwjo51MJhE6jlZQNIS5IMZHE/9hp9lhWU6HsU94WGIyf85IQXhHPrP0gGesoDygKPVf6N/QsIUTfF6mgAUa2BAZwRUHKlfoGfHPdKxomh3iYKhKI8HsupQj1r+E52QGXToZWT4p9skZQNn5VjWRLFjIBmDvwnsyoyJAJsBlAm57RmjtTq5uFJAb/nYEXMSM6cJI7A1UF4JsBamCpgy9x9Y/8AOIBZsAJMBpwvkWcUeCN1M941IOx6P5/gU9LnqAqs6mC1nqylxJRcNEStZa+4X5MteFJXGe/i/uqJJWgYEwodaFwiWLajggVxaGiy0bUVykPSPh6t08y6PzOpedrn7NOx7NkFebV+Oz17l4Dk6CU5GqW66BGXQWlkCeYutquRBCpyYLLAQ1Y51MbAnHZLdS14l5Bon7u1VNQF0izxpU+F7ibrQipops+lILSrjClgTeubUh8hsu1eXXBMrzW93yUkA5gA08wS6bbpGAn7bKv/LKC3jSfG6y4Q3DfNPu9Ynm3P1QHjlQDEJoG+Ka+uNNLytv1O3502ztrKXbdS1flQL6v9rn/2BUxd5W8DrE3P75ampdt0f5oSo21c1ueGvoC/q+/V73XNCW2UBm5K+d0E9I3ank3zrKc5K13XwNIRsDRQ4adklHqshKFAEYy9Bo2RfYoDElfM0jGgAr1nhvNV0cX28dDkRjsVUgFHpYDJLINzDgsDj9FYjoPw7CRgCYl1J88AsBO3R9Y9WAQg0+Aq2n5Z7gRYOieCNwNF4ZFlOQaOMB57lIVaeYjACi7EYkOyfzSpCYPhXdV8L26AukePCSBxR2IvbsL2tuynqk1MmqqjuH+zYFLh3iK1Sv3UAVgAFANjlmAtIjiYi2whgW0cwZMeW+AlIFEaoVRwptP6AgTGwJvl2YXnzNoX9rUGZQMBmYcvvVp1s2AdZM0TGqHVez2j0coOG2jQ6LLauUxg12NYSqgl1EUgRgAce9n+6DLpqwkQLS3qCLIQCIpJ9+d5tZglViEDlVJk0vYJjRtBZHoWC9UEkUQIt+2S8JTgKekdBRdgR8gyiarjvTA0HHFjihuzRhqCBMIe4qgYIOQQcFkC2NFnPIRvhYIYCTyjfdvJ3lJzkSQArgQGoADMC3Pd1CZOSZooAdbaj0JkVxcVLBVcp/OFBChKg3fIWZoVYt1zSBEoerPUVh9LQzyJBY8joDOg7hBCMkm/tcolc5pXv2NmhH2IBZcY+wyld2qptPGtfYrjWPBldLWNipgSqlmStuYIdplsDqAEZHLyHlfOkZQ2Z+OyzEoMOPLRBZ8ILkOwFkPbNKcMGWL5AHVxrkzDJMHXVAGUabc35QUHTs1pt2TgzgSgNkEtFWBMyKkLTV2WjZTqArA9Y1bIOlBsS8vSScvfBk7Te3VrpL2bWk/b8moqf5Ow3mb9aBLi2qw/dQE0tcw21TP9XU8r5XOT5bZelnqZ0/ttAKt+rc6DNsDU1Ye6eNUGjKYJyV2Cfls719+fBkTTtFPrej2dNt7X003bOL1uEZD7AoP6+03Ap608bfn0ASazAO42mqbQ6cq3qR819Zumtu3L275l71LcNJWxi3dN99r6Sp3anpsFZF7fwBLAggqU7MS3qoC4lAICOJwjjbHKyFUwFGAg1hIDHQyGL9WSkmeJjF09v0bAiFpJSQAhlSUG5OExxnDogMEABZwI4eQQgqCwC9JanPwInFcnfCafhPpnUC7C9cIgg/dZsHCOyuiaIwF3EKyT1ilKTvZUMQKoKL3dy1CU5i5noFDK5kjjb6pw69nDsx3L4sUyQcAAJZDJkRDBZ5SgrpMGIGMkUf0FEMGhUKzugtWKQODSgnGo6B8AqwicDmLFMj1CxE+xnQxQkKInhroJMqsbsbqeguXYC7W+EJlhhZNEpM/EIErSnF6BDXkEXjHLIe0ejIxYd8MhHOMSXbU4RM8EEM9LDJeSPqcQqLS9myRBiKwvxBFh/SuOE0os222uXBTaxTCMgVcBMaEZMsWObO7IBPZ6JAyRnjeZWF01XafCf8niPlt4j1EpZSu9AC1pUAZnYsEEE7yT3YQZJDJspgGzQOI2aY3ButU3tS7WrVzKDDgowNe9iTITOFVKKFhxai0FkCYzIQYoALLnvLbJuIYsGdW9ydJGk2iYST0HkjsEivUiAJy0DaAd3Ivl0gtwZCiIJyTutvJfsNLrf9KcbAUI98xZ3icWz3S9ItJozlSG82ld5pCRC+DYew6/HSVCLKDtLv0xyzKZk5MhZyR7RxEAsuVNZbxGALKm9p7TFVETELPrKTXt6WkTxncjKDNPnk3ZVwidJqibYtiebfpry6cNPKXgpimKbd2dr6mMKbBOn20DyfV70/jSdD0Fw21t3/d3/VoXgGwD/U19qEnR0QekThOMmwB7F6BtKsM0gNX2fFP/TvNI26RJGVFXDrQBpGngoul+X4DRNq7bxve099N30zK0RVbuS23t0ZZmG7Cc9l6f8qXptgFIo7piq2mM1vNM+1WbwqX+TpOSpo1PbXRdA0siYJiJtpycABkPQlFaZDnZz2jAJocKaxWQaHIMBW6EABFscCQyvTQBkQD2jKIoML50DlsXT+PQ4X1YXl5Bni1hmC+gZHG/ZJcH99Rg21FJ3YR4E+QBDlY/6FXngCwrBJeyIBoT1r3PQsALNqFMX/deLJulBocpigIEicS5rcCy1L1rnl043N2rtkuEP9ajRiToxlj54iDWlQyMnErkLgOyTI5aQQRowVQPUnc4hPrLnwuaVjtwnlXiFeuIQj+OkSwDd8iCwegAS/fKBqtcdUB4tbz50AN0HyRDLLmmaGBGilSsfJZuALNkEVvlrL7M63EtKpYTGwCgACptwhChozpZSZ+rKR9CNUijugr48Oo6KmBWrcOh/nI8jjpMhjynBYiIExUD5IL1LQAdnwAedSN37EEcATd5cXUGKBwhAkSgApJxYODDkQXtUSVJWaqvuqJ3RetMTt09DVQCLtM+S4n1tYVsrJmix7PXY2Z8jMRKZr0gORM2vi31Ray/dUQLKuQVpZlbeUoVoG8CIyGg0tTLIMRRCgtBOtlrP7E8WI+AAcS6zOpaXApwK5xLrKembMrCnm4jb6CNPUxBUYrXOyi0FIPsAFgi9SoAljOH4TCPoFMKA4BlD66Ny5rwqHagAIIJMrfUPI3hXQJuDVi6yAvLNncaETsBoHPaPdVdK4FJYaNJUOzSpqdCSzoPpu8aee8xGo2wubmJlZUVDAaDipWnLiC1Ca31PNveqQv3dUE+pbqQVo8kWwdB6b2m55qeTYFlm0BZr3MbcOgC810AZLeCZZ0/TcCoTl3gP02jqR3tflOfaipPV5nte/rXBVjT56fVJ+UDEK3M9e/1PNvad1q56uVIy5vyq6ncs7Z5+k4Xn7vA3DRwNSuI7Mqvb3pRJpgcr21ptj3XxZ8mEFmP6pw+2zaX1a9Nq2NX39ktXefAkrGYM+y4A+c0sIwD5IgFhucSrLpsggi9YIkeqIkIIwkmeSJKL3ZIeqQSQAGPYnMdj3z+0yh3NrGaedx0dB9WsxwL5LGQMdxggIJy7BTATlliR6NlTijV00AtJmjHoul/Ag5AFEAKsQhSsunMnMkASvZmQt+UqIoEZmnuMQNbBWNn7DEuvQYaQvDV40yEMw8nwLQsNcopYwCPzDn5A2OQOSw6GQhjdijYwaubH0zoswlMg7UoZoHB9qq2OLLG3HwD8LbBROYi6qHhdUQy9QpE0qZEml7kLiOdZEnOcZxYlKLwbW5VZSmgJF3UGbIoZMTIcmnHstR9kECw8tqBJlUNtg91E8AADSxkgofkYBZAVpQpQVWsXU2fwOBynLS99gDVlJh7TApum4QXVg1FYYiEovDuPetxNbpnjqVWTs/IlMdZAywlC5r+ZyDDZaIIGOQZBgQsZOLSWHpgbKdKavbOMXKnlmxmjMHBmsis7p6ECSVCM3Hgl3Oy/xmA8jNqez1zOMpI2tpAY6n9V62zAByTBLbxqkTg6G4sLupsbAzpyR5DCXIVIqHK3cQ9No6JykIFdVOHKNUyJ1bCHADyDDyU4VCWQJHLHBYjt8oe8FL/gkIicxJ0rPBhrGeqmBsMc+V1da8jc4mFjLAyJAwGUrBxoTZgOyc3iwozG3PWL0qPwBvjqR35pMNC26bJldDYRYF3olyIc/ecrozagGX6WacuMJNSk0XEfo/HYzz99NMYj8fIsgwHDhyoCLu2/zL11ukjBE8TWutAoEnAbgNo6WdTkCGjFLjWnzFgm/K9ss5MAWT1MTKLQF0XVKcJm13Pdr3fdL1uLW5Lvw6EpuXb9L3Pu3WwaL9t/UwpBYVNZaw/W3evrT87uQ7HKMVN/bUOFNMyGF+bXNTrPK3f7wMQmygFrF0gv01h0XW9K52UJ21jt16fPnNYGiG6Pnbb0mwa903X0rmsrb+k3hR1V/V6/k19pOv59PdulAhddF0DSwcgh1g2nJ7NyIiWRoEejMJEdS97CyuCnDGZYpTVSJRYgEjdRz0ee+IJvO/XfxVffdthvPLWo/CjHYw3doCRA2gRZbGDsigxXD4Ilw/gsgzFTqECY0ABVoAEBMneNmKvkWMTJKpnSopwJm6y8SzKuBfROlYAL2CQE3c01rwdHChzyIixPSpRsAXoSAejBiXSgCCUS8ChYUYYZoRBThi4AQY5YehEcN0YM9ZHjLEncMEVdGd7I8OewBA0pz3Kpi3QUq50k7LuwYJToGfgDCG6pe2fi1yO94znRARflpKus66QDn5xjTY3T6cRWqU+yaRBQJ4TFjLCQi5gxZeMogS2C8ZOwSFwEEABgEUTHof6lswozdVa3WwFlNbyZYYvGazAfzTaQbG9ifNnToMAbGxs4NixY1hYXQXygbo1MwaDAcA6WSULXeMknRx2asoK7/Vge6fCHEuvJIKCcwRQQuTVNVuBBITPWSaBe+CBzANQ99oc4oKKsChI7k7t/J4hgYOMkxpcyTOrgaxtcqw6xRKAPJN2Ev2Gk/NPKQqGIISxHwAhoBZgjr6+DGScqwVZ5psS4motbaeqII6u4EHzSRoQySVWvGSMxIXC2l2fI4BDSGSAvKjOHHmAlB/kkGXAgFhcfJ2COCaUjuBz4awmi4IkANB4LG1GBGQ0QpYxBgOxYEr3CLtpUZYseWS2V5VBDhgVZRyHpPciu+D1/F1PMTUidZfW53wcaqpCoHawGNLmOaC8StQkeDQJaXUBZhbrBDPjhRdewHve8x686lWvwk033YTxeIytrS2srKyEZ5hlHkv3UM5alybLzzRQ3CYoNwFSIgpApI13daE1tVCk1wABNWVZ9qpvH350CfdNz6TUJLw28aR+Bmj9+ToIaEvP+FIHbaLwbj9vr55e3TrYlWeqtCiKAqPRCOfPnwcRYXNzE0eOHMHi4mKljQwEpBYuK1OXdSmtU51nTXWrK4Xr19J3UzCUPt/kdlsfu02gdRq1AbsmQFuvX0ptzzWBtS6Q1ZZu3zHfln7ds6Epj5SarJ1te2zTfNM+X1dMtL3XVG6r3zTQuVd0XQNLgORYAnULJZZADy6RLrwCkRJydhoMJAQGm5WM4SxCRBBUPHIUGAAYecI6CO//0B/id9/1TuwfncJdr3krUGxiDGDz3DpyKnHLra9AtiwgrNxZB2U5htkyFvMMG9slXCYsD3aztNNq5qXubXReRSomcS8Mgra9lkwsKpQVgLqjOhFcg/CGcMg6sVhKFvIMGRHK0os7bLCcedi5h+w9MCAM8gEGA4dBBgncA5tE1GE0IwwBLDOwMyowHmSy38uzBiwCvC8FTzoX3HPNuZSVFUSyZy9MbCyglNTc5e14i4zUGq3iu0ZXZc7FWpaMP6rxmFFqkBSpbwaSIC8EiD+tAnAm5GAMHCHPGEQlvMvBTIAvMcjFnZO8x3CQYZhbECHGeCDuoTwiYAdwBVDqO4vDHATGjmNsjoT3JQBkInRnXKLwcuhGyU7dFMfImJGD4coS7Hdw+dIL2Lh0EWdPncLZ55/H+Reexc7WJZRFgfF4jBtuuBGLi8sYLixhe1RgeW0/jt98K44eewUGBw5jc2GIscuQlRlyeHhfWmsAEAui4pgAzUonCg5S8AEGBqrYMR2AHf/gnLiOGzhHpqDM4AQzvC/AlEvfc8L+XAGenalobq4GrmRcuwAwZfiq5ao+cWrnd94jBzCEw+IgOS+T1broEPbY2rCKuh9LU/Yw1gN6cYwYI2fOQoCddAWLbpmUiyXJ0pQYJFZHNQDLGE3Gd2opDDGZWM90ZBvvAFGmIJRCV049LkzVkhHr3shUeVCK9/RQhwERnFtQJRxJ0CvvA/IjkHlbAyzuth4AuQzZgFAWpkhSOK57DjhhZ9h7Dj3T0kufA8fjIQBoICrZrx4apaFeYS7lyu057YLatP51ATbVxDcJi9PAiwlL3nt88YtfxDve8Q6MRiO86U1vQlEU8N7jwoULICIcPXo0HKtRFEUQzJxzKFVB2IeahKtp5bRn2gTRtO6ptajJclEX8FJQ2ZS2PQMg1LMu+Del3Qcwps82fe8SmrsE92lCeyo0N4GQlH91d8B6uumxEGYBSkFnvW/W26O+L9F7j/X1dWxsbOD06dN47rnncOrUKWxsbGA8HmM8HuP48eNYXl7G4uIidnZ2cODAAbziFa/AsWPHsLS0NAEC63xsOzKjrnAAIthM27dtTLb1t3ob9FU+9H3e2rHJbbsvtSmb2tKqKxrqz9WBdlseTelPA75t4yUtV0pN+8NTJUdb3vV2tiBmfahrnmur017RdQ4sAT2cACXLtiwA8SgHiAA2VOubRS/1xBgF4ZDC/xGAyRVmgqcMm+UONra28YEP/iF+4Wd/DnT2BL759XdgwRGKfAHwjOECYzwqMB6XWMxy5EMHPy4w2tkEhiXywRqyHCh9oef+SbkJ0XVVBDoBNNGqSQAxyM7jVDAnQC1OiNAUxPrIxhzIjim5b5ba0keBc5A55M7J3sAab51GcwQEGDADpfcoCaGsAAXXOcmDsTgUAOjtvAJBjEFglEPPRRjNQr1NAI37Dinsl5LIvWQTLACUjDKJsyll406tbpj0iMFOAEVGJLxlhMCoFmU2A5ATY5gDC0NxPx6pq2KWOQxzfV+tkBxgru6xJMYgz0DskJGHc3kA5wMi8MIAo7FYNDe2RtIn3AA7Y4/N7QLjsgBxBs8FFgcjDADsrF/Czvo6XnjhOZx6/hmcfvYkNs6fw+mTJ5FRidV9y2BmlDs7+NIXnsGRfatYHAywsLSKnbML2DnzBPjOO3Hk5tuwsP8GDFeOYSdbQimxOKtjQvcgWmdiEr6bQ7a5cwKlMk94QUQaqAUVUGacYXZgL8ftOBbgwC7DmGWPIAPVoESUAAVNz8MLeKMY8IWT80xDlh4gcc7GwGVy1qE9j/h8DgIos5hS0C4myST7+eICYSCGYcY0ZunL4exPoGL1jVVQhYkhSZgtm0Ja0v8VdhEpQAuOo2hcW5pC0QIRDAYBI45f26OcmZWEYi9gm0uYVRmlfbwyvkQbEOYCrZecBGNuveauqnWw6YIQAhV53YvJ4MTyHVkXhFDjZwCnIVmNG0Yx/TntCTWBIaMmQbBJAGwTaIqiQFEU+NznPoef/MmfxJkzZ/CmN70JWZYFkDAcDjEej1EUBYbDYRCuDFwa2Kxbe2YRlLoE2jagNU0QTgFCH4GuS4i231mWNQqiqeeJfXYJ0el1i1Ca1rXJMtTUtnUgXc+jLiQ3CcpNwYmaQHYTGK67Ddsan/KpKAoAQJ7nod+k/LL+s729je3tbZw9exbPPfccnn76aZw7dw4nT54EAOzbtw/MjO3tbXz605/GwYMHMRwOsby8jBdeeAGnTp3Cvffei+PHj2NlZQWLi4utvOmKdWDKgyYwnn6f1kfbwFGbfFSnLgVDndqAv6UzbSx29dU0nT7X+4y1WRRIswC0JmXTNCDb1L/78KMrzXqZ6nVqCwg2a9ptdF0DSwZQOELqZ5Wx7T9SCxwBBXtxUWPdKyhRXpThKtAkjPcaYRZMGIPx5LnzeO9v/xZ+51f+HRY3zuMND9yNb/v2b8Y2gPGOx8LyEjIH+PEO8jzH5cuXsOJysWhlHs+feQ7j/DKQrWBlZb9YACBREDOY/7zuPwMwUKHLA7J3CwBIQHFGLEcxAKAscZm0iT/pROZGSpTBjKM+6bRWf0AAoWajCxVr0B65X2pAJE+yV9IABEgAPdUmoEGugnHmwOxQFCUYDoX3KLwX0GKRVBE7tmeJlEpEel5h3K/i1D1YBG5WC2uiaWQJRsQqzFp5WFE62f5IxxiEbpBp/4lnjJqrKvsSLncYDDRwC3lk7MTawzHgTCnxhREkXABUsvBE3ZoXFuT4mTwXwJoBgGcsDxl+QFjNxGpHeYYtD1y65LG1NYJzGYrRJl448QieefpJnH7uWVw6fxZPn3gWFy5t4NL5cyhHO3BcYnllCZe3lrC0tIRDhw9jVIxw6NA+HDu0htIzLl++jCP71nD/K1dx842L2Lq0hVMXn8PmgaPYdKsAssrkwsn/ROI2OuAISjIi5LlDRmXsv6pDIJYooDbOXEbKR9KF3yEnYIFcVHiwACY7StUHxNAw+KmqhJA+H/dhkqIyIkbu5IiSgQMGWbWvMguYykkUMAZUGMAISVAbROWK/TYwlXoQWP0DD0NfjJUwPYwd6dE0X1cWNiCMeYOWBQMT2NJ7LT8FhU7OVZdwIHGhR8y7CKbNCAHjsTJ2pQ6uAUCDA5FYQL33KEuv5+2qFdtAJCLfLSdrYwKDvM1xFICuZKF+DYmCwZQC4ZxUmKsxV8b/nPaG2gStOujoYx1JBZ319XX8/u//Pn7lV34FGxsbeNOb3oTv+Z7vCYF7FhcXkWUZyrJElmUYjUYVIWhjYyO4IA4Gg0p+TUJeV/2ank/lgvr3pnTbrnfxJE23jzBZByu2bjUBwHq9UiVB/dkuINEGLO1euv+wKdhIU1naAGT9nXrZ6rwwYFhXKqQuxTZvmfKhKIrwefr0aTzzzDM4ceIEzp49i6effhoXL17E2bNnsb29De899u3bh/X1dSwvL+Pw4cMYjUY4ePAgjhw5grIscenSJaytreHWW2/FkSNHUBQFdnZ2MBwOp4KEOk/qgNvqkPIhrW/bX5r2LKDAqI9lrClPo7oyod4P68A4Lee08dNGdSVYW727wGJfXnUB/5Ta+NikKGgDo6Y8mgZ4u65bOk1KiWnvzUrXPbDcqcpDAVgWBIwh57s9/cwJfOqTn8TJEyfgyGHf0jKO7DuAW2+9Bfd91VdhdXUVJRFKAwcasGXMjMeePoGf/Zmfxs7pZ/DgnUfxXd/yfbjrVXdhTB4bOzsoNrZQjAosLy3Ae5lMBitL2FjfxL7VFbhsgAP7D+FDn/gsnn7sSbzqlV+Fg0duwI233g7KB+B0f6DuHRyT1z1ZLO6UrPtEnbqWmXCbKu/1qISyjMFgpBNZ4BizpiEI+1FoBERA9uqGKsK3HIcQNRv2PCHuCyUgHDWQdsyMPCiDlpWRAWBycCVgUVHkPElo3TmAw7EHPJehcibMi/AZ47ky5AgUE529WqbrQiXXfmelWuK87T9VYdtFtwSplwnqDqynVGYk7qrMBXIayPl9us8tmPdYuGk7z0AWcskh94ScLJSPHKPhHSFfcChBcjxEUYAWPdZywhOPPYqPffiDePxLX8C42MH21iZOn34O585dxM5OiWI0gnMeS0sLWFl2yJCBxx7PPHkGC8MFfPXr/gRe/7pX48C+NWRO9jBmeYkjh29Ahn04eHYbX3zmFIYHb8MIcZEGdG8j2QZyCYA1TNo7zx3yAQBaiMZ15X4IjpWAE3IeLotnjjrWPZYwl1YD5dA+bKADieVUkyUk5yvGvgig0redi8cMZcTIiQKYM8UKkQA3iSobgSQj9k3AFDgxDwOaAUzbeGSEczftoqSlvZbFCg8vUay7NJoMcecvw/ms8X4taC2oAsakB2ocLkxkoe8GYK73bTw5koBMUWiT+cnqHMtoYFqjTJceRVGi9OKe6HUYk7o5VxR4FJVUkU8c9kdbXZ0dgVJzbw9wPV0DKqB/TrulJiBRF9jMTfWhhx7CY489Bucc9u3bhyNHjuD48eO45ZZbMBwOw/NpGt57nDt3Dj/zMz+D06dP45577sHb3vY23HrrrWBmjEYjbG1toSzLkMZ4PMbCwgJGoxEWFhZARFhaWsKXv/xlPPnkk3jlK1+J/fv34+DBgxPrUV3gtLKkZWt6ps6TlLpA5TQrRZ2mWWOaym2UBvfo2jtonykITK91KQO6yt72TJelbprFyMBpW8CSOnXx3Czflnae53DO4fTp0/jwhz+ML3zhCyH68KlTp3Dq1Cns7Oxga2sLzjmsrKxgZWUl9MvHH38cCwsL+Nqv/Vrcf//9WF5errgzr6yswDmH7e1tnDlzBsvLy4EfTcC6bnVte3YaH6Y906QsmLWf1tPvApb1cjSBoqZrfQFbW3nbFCB932+i3QDdNqBaVw7YM13HzQT5ON0m1lCWtry66tWHV+lzfdrjugaWnoGdQoV/06iDwY4wdoxnTj+Pd73jHfjE77wXF86eB5UeywuLOLhvDQcOrWBhYQF33303vvu7vwu33fMqFG4YABiYcfLcGfzLX/p5nH/0caxsnMEbv+c/x73334GdfBlbZQGPHIslwZfbAIDhwgIAwtLiIrLhPgnMUTKIchRjwvlnn8Pz+QAfeu/78Ja3vg133/dq+CyLmnhmjIsCH/vip/HpT30Km2cv4uDiMm48chR33ns37nnlPRgMBrh0+SLW9q1hc2MTnj1WV9Zw+fI6VlfXkGdD7OxsoygKLC/LZFiCw743ci5o9+14DhIkBLATAVsjWYpFtBpllewUcng4cnr0igb3CGBABHrbk2VAjdV66rIcRckYFR6FNzCsLnJezsq0Mx1N6GQWq6lJlwIik8mMoVbMuovJZL8RodXAOgHOgZ0PDnvOObjMqQVOgbbjsA+uYAYXHrkDhjnB+Ty4YRJF0Ku9VLumCcys1jEDYRkIYrWzYDQ5xlheyfGhD3wY7/ilt+PcmXPgkrAz3sbOaAcbm5cBz1jJHUqXY3X/CvbtX8MNRw/ga14rC93ly5dx4umncXH9Ai5u7+DA0UMYLuTw4xHGowHOXGYsHyQcvukA7li/gKe3L2Dt0I1w6oJmQWqEPVkQ5AcZFHwxgBIp6gsLjPUvbQDZgyjH/6AoQx8k9YX0DDlSQgGfmsDCuHaaBQUEIQeEMGoLo5o6DeSZgiRz5vKN1KYM6zgMyPm3SAFgdeFlTThEkU3m4nAUBqBBxNQVuGaptCNjyDGcJxRkFrtuIMTMqdM3ACCHq56pGfgdXoJnr9a+qJxJH7ELjFgO5uQ8QpS6Vyl6J9i+18g9J+dnsvJQF8gMDr5UFzs7DoVTZ3uN6az+55Xqe0Yx9pEnAbhXBacJrKzCsUtR/px2TXWwke71unz5Mn71V38V733ve/Hcc8+BmbGysoLDhw/jwIEDWFhYwL333ovv/M7vxNGjR0MaNk42Njbw8z//83jyyScxGo3w5je/GbfddhuccxiPx8jzHAsLCwEE5XmuyqwceZ6HtAx8nDx5EisrK/i93/s9fMd3fAeOHz8+UR/vPZ588kl86lOfwrlz57Bv3z7cdNNNuP3223H8+HFkWRasTOPxGMyM4XCI0WgUXHBt755ZR1OqC9dNFom+VBfk6qC+SbgzkFKPSpsKnW3nGNs9+34llOZRBx0paEzrYn/pfkmrT1/Bt+l7Wj9LZzAY4KGHHsK/+lf/CmfOnAmAcXNzE+fPn4f3HgsLC3DO4fDhwzh06BCOHj2KBx98EKurq7hw4QKeeOIJnD9/Hjs7O1hbW8NgMFBvjTIoPpaXl7G2toadnR2srq6GOtXL3WZdnBVg1du6D83a1k1larNQN6XflV8bsKrzY5ript63uqipPH1A5KxKlrb7dYVbEzWNp75nefYpg6W7F88ZXdfAksHYLkvYXjwR8AguK/H85U38vb/zD3Dijz+GfGMbfnsHRVFi7By2Ll7ACy8MMMwdnn78UZx4/BH80H/93+BVDzyIUZbjwtYIT504iXf+4jvx5Kc/DZx/FjfdsIwHH/waDBYctv0WMi4xHOSg1WXs7DgMF4e48dhRLK+sYlwUYM/IBkMUfgdwhDtfeRdOfvlLuHR5A7fddhs+9+lPYTgc4KY77oEfLGBMwObmJv71//Xz+I3/+53YuHQBKAvAF3BgrC6v4Gsf/Bp8/Tc+iOcuP4wDNy0ABWFxYQm33/I6sB/g0uVL+NrX/ylsbW3gc5//PN70hm9APlzFmHM9pBwAFSACPHI4Ly6wxHKQekkAPMFRJlYpM2Okgp8jgDLFEgznbbGyvXXypPdxbyeTR+aAQq9kDAmKQ8Co9CioDFbHwoTuwqNkdfGBnMeHsoyggAhAFi04BImmy2OYpZZcDOoExEFhcNk5dQHmEqXivyxT8AfGopNP8gRyGSyg0cAx3DBH7mSPZZaZkMzWMUHECtxjFM2Mo12ulMbAgBngAsTAwGUYAhiWOT7yB3+Ad7397Xj+2WcwGm1jNBqjLAvsP7AfB/YfxQ03HMaRwwdw7IZjWFldwWhnB2ury7jp2DEMhgMcPnwYq6ur4DwDO2A8GoF9gSzLMFzM4WiM8eZFDBaWcPNtx3Dmc1/C+EKJ/OidIJdhgG1QlsH2MEP3VY5sPmNVwfgA/aT9M+kDceIzuEYhkqrws7oPMRib2IMtiJAtNBaMhkoAHhkNkQZySbqAIlDWLqKCEsWzbEsFrTAQCwGGXq3fQXiDeD2kwJDAyEoKl5y63orlMFr1PICi0RXTQGomIDMDsuQu8+QETtBouUk5AA3Ak4BccSdmiSoMjUzr1JVXQkwJcIdE8ZWTilgVAASvwBEU28IsoKYgAACWjZDBpV4i4ca+z3AC5sFwg1RoAojyAE6LopCjjEJ4aK1Y0i8iEI57NNNYQ+lzsiMii/2oX3yDObWQAY0mYXd7exs//uM/jk984hPY2dnB+vo6xuMxzp07h3PnzmFxcRHD4RCPPPIIHnnkEfzoj/4obrvtNgBidTx79ix+8Rd/EZ/73Odw9uxZ3HzzzXjggQeQ53llP1yWZRiPxxgMBti/f38Q3pk5uMcCwM0334xjx47hwoULuOeee/D5z38eeZ7jyJEjofzj8Ri//Mu/jF/6pV/CuXPnMB6PQ/3279+Pb/zGb8Q3f/M346mnnsLhw4fBzFheXsZdd90FIsL6+jruv/9+jMdjPPbYY7jvvvsqlrA6NQn4fQTdulDcJFin6aXX7fnU2lcXLFNw3OQ+WweB9fzarFNNv9N06oCy6XlLP3Vtrde1Kb+6UN4krKfpPfroo/j5n/95nDx5Epubm9jZ2UFRFDh69CgOHDiAG264AYcPH8bx48exf/9+bG1tYf/+/bjxxhsxGAxw4MCBEBEWQIjrkLpjm2Ji3759OHnyJDY2NrBv375KGzXVre17vY2nUV+g1wVmm/pb2i+7+uNurJNN9W2jPhbGrv4zLZ825UTTZ/37LAqApve78jFqUlDYs10W277AsIv69L/rGlh6D2yOGIxCpQnCwDnk8Hj8iRP48sOPYR8k4L/3YxTjkWinxtsoNmRfVeYYm5cv4Zfdv8FbTp8Fre3Du3/3vTjxzCmcP3kKq+UW1hY93vCm1+LYTTeCF4cYbO9gaXEJKytrGA4WMR4X2NzahKcc+XARjBHIZQCJ61/JQL6wiP2HDmO0voGiKLC1tYWPfvQj2P/lJ3D/Aw8gW1rGT/6Tn8Jvvvs9yLcvAuVI6gWPLHPYuDTC7//ee/HlL30af/J7HsRTjz+JoryIlZUlnDjxKNg7LC0vYGP9MnZ2tnD8+HFcuPwY1vbfAu/2YTzegB8XyLCIpZV9KNxYXBGZ9ChMiZPqzEpFNgAAsQYKmeUjiN+pgF/ptNF6qT81MIgkmKuldsEDZZnLYND0SyaUhWzYs2ijIw+UZRb2cI3LEqMy0ciSCNvDzIVQ9DK5xCIEQZVllytYtUHQvZkkfUKC8piVS62tYnRDnstRLQ6A94SCWV16U+0wI0cJx3Leo4BeCRBje+VCmVAKVic9w88DZ55/Hh/7yEewtbmO4TBDPhjiga+9D7fddhtuvfXWoE0dDgdB6CGSMq+t7cPS0hKWllewsLiEggswMUajMbwnrK4uYDjMsbK8iHywCLBDng1w56034j2/90m86uuPIVvbB2QUgtwIKNCjKZC4iuqYSw6NAJUxWmml8VP+i2ZDE/eoHKsDACx9Q6JESTkyEns0SN1PUc/DMKUBJEk3YFMwvCc5sIdq1i4G7LxSKLhjxGBXaS2aF89oFZScqDm4jqWj1WVOAhSFe5Pa1lR8JVVImMU7VEHHTQFCCY9Cr5kvgYdGjyUbv+J2numgKwEF+waQWTwCtOJk7yrbSw2u5L2Ay7pAEs40NWWOi3twy5LgKEemIDzyDiGDOt+tvSl9jON95siQFKDPafdUByYGRE6dOoWHHnootK0dx8AsgU0A6wMO58+fR5Zl+NN/+k9jcXER7373u3HixAk8++yzAIDFxUV83dd9HQ4dOhSODxkOh1hYWAgBWMbjMYDo0lgXsgeDAY4cORKidq6vr+OP/uiPcOzYMbzqVa/CYDDAT//0T+Ptb397ABGm+HLO4dy5c/j3//7f4zOf+Qze+ta34uGHH8b29jZWVlbwyCOPAACWl5exsbGBzc1NHD9+HJcuXcLq6iqyLENRFBPAYlYNv9FurZrptTBvNBzHwszB4psCV/szq5t9TwVYC6jUZTFK82krW5OVqw62gOretDqgqYPgaQDBPjc2NvChD30I6+vrGAwGWF1dxRve8AbcfffduOOOO4Jl2izkW1tb4f3V1VUsLi5iYWEBw+EwlM+UFAY2Tf4ApH8dOXIEn/rUp/Ca17xmon/U2yGtb1ruLpBR53tT/afRNLDT53qfZ/tYMOsKgd3kO+35Lr5MA5VNbTct3y7e1uvYBQ7brKl9geWVUt90r2tgGYLgAHpou0Wj9Dhw4AD27VuD2zmLggijYoyiHMEXYzAYRZaDhkOAHdbXt3D65Av4zV97NzYBXNjawqXTZzFev4x8JcPBfTm+7usexHDffmRLq8iXZWHK8xylL7Gzs43xaIThYIDtrS1Z7BZysHMg5Fi/uI3/9Dvvx5ofY3V5GVs7I3jvsXnpEk6dvoDffd/78PRzJ/GFz3weGI3hy22wLwCNLOrgUCDDglvCqWfO4/N/9ATuePURuIUCTz15Eg6XMRjkOHQ0x7kLTwNU4vmLB/DQo2s4duyV2CkWUZTnwQXj9ptei/u/+s0o8wOyB4sJOTIQl8id7CEcKh8tKgkzo/QlHImLKIMwLkXwBCFEaoyAU4GqCXoqfJY+OBpL66mA70xiVEzg9FBD9gIkvGcMPcENHIgcitJjXGoE3GQQEUugluGQIHsiSa02tYHMSWFNctbANY7F3TMjxjCXY0EM9AHAuOQApZhqh7yTWnmZtR+yhvURC6pPJgWXCL+y71D4PBrt4Dd+8914z2/8Bxw+fBCvuO0m/Gf/+Rtx/PhhLC0tKdD2KAoPwgBFUWDfvn0oyxJbG+u4vH4BII+d0SaKch+YCEsryxgMBtjc3IT3JcrSYWdnB2UpEIUWHA4dPoKbjh7AM1/+PG6+//XYWRxggeVYntQlqQ4qGdIGpOg5sLN2pqTCQh2rWnfvhU8u2qRYA2vJMTkMxyWcEwDKRMEqFRoy6XOZp+AeKu62FEJFey/WPEcJOrFn9bdY281CK5NjAC1ar/DVFARse5GTPsYcgGWb1r/pXtxrkygaOH03ltX4zl72RbJnFJShJAJYXhTLu4Uxc/qspG1RaEs2xYlHFqIwW35aztKHPi4RaieDflTLHstZrTtQltV6R2WDlCcCZq7eTw/CBKOkuAeTEpA+i+Z4TtMpFczt++rqKg4ePBgE6tFohNFoVLGELS4ugplx8eJFnDp1Cu985ztRFAXW19fx3HPP4eLFizh48CD279+Pb/iGb8DCwgLyPMdgMAggg5lD1NgUwKUAczQa4SMf+QiyLMPq6ip2dnZw8eJFnD9/Hs899xze85734MSJE/jIRz6C8XgcymigIM9FqbmwsIAnnngCn/3sZ3HnnXdiMBjgqaeeQp7nGA6H2L9/P06dOgUAOHDgAJaWlnDHHXfAex/2gt5zzz145StfWdmn3sTH9Fo6jqYdhN5F0yx6RvVokKkVyn6nCoX6eKpbabsEzabAPHWLZ1q2pv2XdUVeE+Dqss6lZSiKAh/4wAfwrne9C8eOHcMrXvEKfMu3fAuOHj0aIrhan3POoSgKrK6uoigKbG9vY319HQAwGo3CvkkLLmWKFeYYmd7KtbS0hEOHDuHEiRO47bbbavNlO4hp+t7XYpnm32Vd7lqP0mvT0mi6br/TNKYpAtrq0vR7ViXMbvLsY/0jmn6+ZPp8mj5Q7fdt467+ftvz1xpQGl3XwNIRsJBIX2JpkIF95Ohh3HvvvThdXMS6yzAeb2NjvAXCWAJGDAcofQHCAOORx/nzl8De4bnzZ3Fh4zKKnRGGWQ4sDLGcLwJMGKwdBbJFLOdjbG9vgMBwTnwoFxcXsb29jdFoJJpMMHxZgtwQbrCEhaV9eOaRz+PeO27DSEOnf+ITn8Ta2kF88lOfxAvnXgBGIwxKD88lPJcgYrgMKMZjkFtE7hm5czj//DkcPr6AbK3AytIhbG85DPIFDAYlSr4Ach6XNy/A0RJKt46tHQaxx3h7jAtnH8WOv4ivft1/gYe++Ajuv+fVcNkiBk4E88WFHAsDh0wtiyDSbY05SI+XKFjqxm6AQi0ZPlhBVNJnFwCHD4AyHSDqEgJG5gwgmESrAy0TiZGIMSAH26M1dEDuMowDcLV9GU6FWg1CBKmCWGRD9gBoQlAl8sjhkGeMQUbIHYU9cUDoYhLgiSP8ICCeU6O/yTmMzPU4icrJ8JKv1+BMYCwNZcIrigLFuMDjTzyGj338wzh4aA0/9EM/iBtuPArnGFkuqLsYFxAv0Qxl4cNCv729je2dLTgFEuPxGNvbm1haXcNgYYilpSUMh0NcuHARq0uLGBw4ACIgc2IVgMvxwIOvwa+9+/dw8Mab4Y7cjIzkDE+GHDNjQocRs4C0MRNg5zbq3sKyNg8x5NxG+8UsQWwG8mqC9TwcATl5ZFQiJ8ZCBozLAoUfoCAHT4W0GarBp0L/chKJN8uSY2C0f5jyQvphfNdRtZ0BC1SloKdSxpQEpHkvQCwqVyY1h/XJv2mxIzJvAYvE3BDhkRRUVosh9Ya6eRPFT5ehZGCnYOyMS4zKGDlbLJWMRRXkUwtqPK8zQr3CU0VpQHq2UxR6UEujDo45pGU8DkAW4rqbssR0QKjW1rbhapryKYGFdN6q9I057YaatOzM4t533333AZD9arbuGag0l9Y8zzEajXD27FkwM5577jmcPXtWAtyptcgC8wyHwyBwmzusjY/hcIiiKCqBfCyvLMuwsrKCL37xi7jvvvuwvb2N8XiMj370ozhw4AA+9KEP4eTJkxiPZYuEAUtAgM9oNMJgMEBZlnDO4dSpU8F6ura2hvF4jOFwGOrpnMMLL7wQ9l6ay+POzg5OnjyJ0WiE+++/HydPnsQtt9xSAZnpESpt/K7Pscb39LPpXr29UoteG1Bpes/AY5eA20fIrKdZ/5tWnzpgbAIXTUAr/W68NkXC2bNn8f73vx+HDx/Gj/7oj4a9v6lLq/1m5qB0sAivRrK2bmN5WRS2CwsLsLMvFxYWsLKyUuE9EeGuu+7Chz/8YRw6dAirq6uN/JzWTvbOtH6QPpu+UwcoNt6mgaL6PGDW5jbQWAerbYqC3VBX32sbC23gvS2tPmPEPlMe1APrpGOwq3zTyt9Wrr79YC9o1va6roFlRsAylRpARtwMkTsAA6wOM7zmNa/GR556CEtLy1hdWcTJx7ewdWkLb3jTg/j0lx/FxQubcBhgc3sbzz53CqOiwMWNS9jc3gCKAoPFZawM9+Nrvvp1ePXr3wi4NTBlcA4YLiyhKEYACmSZ2Da2trYxHm9jcXERA3iQy8GUYTBcwKXLmzh/7gL8bbdia2sTXhfaP/7EZ7A93kaxvYGsHMNceoESR44dxB133I5PffqPwXDqejbG2uoAx46s4CIuIR8Ao/EYC0sL8CWD/UFcXr+IfDBA5hZRLg2wvXkJAz6Es8+fRnbjOp488WGcu3QaTz92AutnvhqrS4fwhtd/E5ZXbsDiMEdOACmIY0Ciu4ZfEtAhd8DOeIwSDgXsuI8ILNlXhVKL9EiIAy5zpG6p0LCs8myhkWxNRGQwNNhtHLQUbFx6LEsyeXkOQrEZqBxZEAAGeQdw1e0mQ4nclRhmmQZ5KSWIkJbC62GJpYs2FUvfW9E97D9scTLxQKKAsvPqfswYugwrw1yCHJUe43GBixcv4qmnnsRX3fdKfNc9b8Urbr0Z5BjelyjGwlfT3DtyKMtR+C0TnMfOeBuDgQgG586fw0pRgAGsra1hZWVFzvIqC1y+fBmjUYGFhSUsLBCYHJbXFvHVX3UnHn/qCdywcgOwNBRrs5oFme1YFZuYtX2ouqfSewHgKt7D3D4LUxgAof1zkvMzxYFUFCBDlFhwwPIA2L88RD4kXNgELm+o4sipRhgOWZarMETInMeAWPd5MrLcK8CiAI0MDIvCQgGcWjPZ6uXlmdLFCLbEYkWVQ2FCzbQfyj7guM8QYOt4yTxPJK7RFNxEI7gNR66oJ0BqOagvUGCCYT7WdgEgHgcQ19mBnkHLLkPpPc6dOY+zFy5ha2eMrYJw7tIlDBYXsXxgDatrqzi2f81M+3HcUix3hZJy2x5TTgEwqsKSBdMxhRLAcWyzWrwVEEbbqKTuHMLYSwvQ5ArM6ZirAdw5zUYmdDYJgs45vOENb8DTTz+NpaUlrK2t4bOf/SwuXLiAb/3Wb8UnPvGJ4AK7sbGBxx57DDs7Ozh79iwuXryIsiyxurqK1dVVPPjgg7jrrruCsGoCfRrEBRCh38BqaonKsgyXLl3C2bNnUZYl1tfX4b3HM888gw9+8IPY3t7G1tZWZb+o9x433HADXvOa1+D9739/yHc8HmPfvn04fPgwLl68GIL4mNvjYDDApUuXMBgMgvV0c3MTi4uLOH/+PIgIn/nMZ3DmzBl8+ctfxutf/3qsrKzgvvvuC6690wQ0679NRwtMs5y0Kaym5dkH0KRl6LKcdOXXpEhrE477AKi2Z9KzTW0e3dnZwalTp/DqV78a3/d93xeCO5mFEUDYt+ucePTYb2sPu8YslnhTKtiZlTZetre3MRgMQqAp6zt33303nn/++bAHOa1PHYy11b2tfepW7hT8pbyya+ayS0TBkt8EiJoUAk2/63VIy9umXO3TR2dRZrQdXWN17xpPbWVpeqbO062tLWxtbQU+bmxsYDAYyJYk/esqf1s/bipD2/t9qJ5OW75toLZL0VOnqwYsiehWAL8I4AaIVPBzzPxTRHQIwL8FcDuAJwF8PzOfJyn1TwH4dgCbAH6YmT/VlUfmgIOLhK2xx07mMGZgrfRwWYYcjAfe8Bo89uQXcOrzX0DJBQbDHOM8w4Av4xsePIjf+egWts87LGYOtMA4c+EcNjY3QOKniLV9Q9x6ZA1/4k+8BdnBGzDOFrHIgKcClDkMskWx2JTiCusxQpYB21tbyLISg8WD8INFPHviJD7zhx/GzfuWcfq557Dvlhvxxc89hAsXt7Bx+SI8F0BZhOM3Mp8hy3cwGIxw7NgyBjlhTAAXIpwfvekYLu5cxuWCweywtLgfFy5dxvbYgceMM2fXccstN6LgLWzunEHBJUYbz2Nt/wK24HH5wgvgU89h33qJA9u34Bu+/q1Y3X8MOQ3E/RS6vyKLZzoG4gEyApYGjK3xJorxGKNyiLFaQbZGO8gyh2JnG4uLS6Ash8sGIM6QoxSg50hPRzFBU60gllVpB6RIzxEwIcK8915lXgGH4i2bi9UkceODgl1i1vMmI3AVSbjUdORa7sSNFlTCQgkVHI+TyMIeMdLzPWVfGggYewV9DJBn+NJjR9CsBkGSzZOUlRjCYyl32D90cFxiu3TwBaMoGECOG4/fipHfwY3Hj6CkQsCjy5Blue4NYjhF+mYZICJsbm4iHw5RlGPsFCWWlpdA+QAuG2BnVKK8uI5z5y5hcWkJC8MBVt0Qi/kC8oVFDBYX4ZDBFwUOH1nFybMnMTrzBI7e/UpZQNjCvwCj8E2EPc+MIZt7lUdZMgpmgHNpNwkjAwZr/FsgA2HoMgkOkwMDKkCjTexbyrFvKcPKEMgz6fDe72CAHMdXBzi6KGddFgVhxxO2CsLYE3xGQM7qDu/Eok16XI8vNLKtC8fROHM90V7mPWNMEt3Uq/IBnCgoFAURgEEASrG7aqDc0L+YEpdvc6hggDwBjhCCoyZd0i5xKIN8DyCSYNBbYa1E2SWYeyuwwA7DLNMM5b0xM144dQpPP/oEAMIjTzyGh7/4ZXz+cw/h0miMwZGD+Jbv/R588zd/Ew6urGLBO1Ap6hSfS54yTAnEHrmWNAJujeeVR+DI0H3SpZ2jS6HsoV465K03STRonyjWdGwyxB3aGMYS7dZlOQK6VoVBiGwbzvXFy5JejLWVSCKwmtBdt4Ddf//9+PznP4+HH34YRVEEV9ayLPHGN74R73//+zEajYKV7tlnn8Xly5eDhWT//v04duwY3vKWt1SslSbYp0KiCfcWzAdAENwvXryID37wgzh8+DCeeeYZ3HzzzfjoRz8aQKxZOq0O6dmGhw4dCnvpzKp144034vLly9je3gazBPC5dOlSAJdnzpzBLbfcgvF4jEuXLgXrlblMnjp1CidOnAjlvu+++3QLQzVQTpcrpAEaE/ZNiEtdNA0UNAXxaAJ/KTVZPpqEzKbrTaCyrR7pM9MAQhMgSZ9PlQJtliDrI7aH1J41pcKRI0fw2te+FocPHwZQ7VdpAB5A+pf1NQOK5pa9tLSEsizD+ruxsYHLly+HMWD9N92T6r3H6uoqzp07h0uXLuGGG26YqH8T8KmDzTRybxM4sj6R9q+yLMN4Sbe1GF/M4lrnWVMbNykH0jLXv6ef9ftN6bT1r7Z82qhNWdJHAdJE9bFmbbqxsYHnn38eAPD000/j05/+ND7zmc9ge3sb+/btww/+4A/igQceCMcjNYG7aWWp8zzlZf16G/ibpqRpSyN9rv7ZRVfTYlkA+OvM/CkiWgPwSSL6XQA/DOC9zPwTRPRjAH4MwN8E8FYA9+jfGwH8rH62EoGxPCD4krE9HuHy5iZ2tsY4fOgQstzhpuM34M5X3oVzjz6CwcIC7rrnXpx68kmcfPIp/Ohfej3KxQIfet/TwM4qPA+xvn4hDLalpSUcPngIS6urOHrLrXBuoAKkBzkHXzKck4OZl5cHKBdLsC+xfumMaKqyIQpP2Ngc4d/80i9j/cJ5rGce5aGDWFlegstznDt/AWVZwHMMJgAm+IIBl+Hmm1+BL33pKRRjBxoQ2Hmsri1jcd8yRv4ismwFFy5sYJA7bG+XAJVYXR5idWUF6+tbWFxyGO0wxgWws72J3O0gdxkuv/AClv0Ar3r9d+Abv+2HsLR4IzwyjADAe5TFSPYqZgsahdEsJfYhQW72Ly/DbW/h5PPncObcRWTDATa2t5ANcoy3drC8vIKVffuRDxcBOAzAWBgOwYXuoSH9SywNBhAtP++9WEIzORQzgM3awCJSC5IKp2Ipge7Vs32c4hqZO4LTiKHBeoRJF6UwjWj1vfcondPomjbRMwqWIxWcWm9ADi63lxgoPciXWABjbXkBy0MH78fYHo0w4gzFuACPC1y4cBHve9/7MVwi7D+4D4MhgSz8PlMQJogo7FeyySrPc8sKC1kOogyD4QCD4SKKosTS0jLcgix2w8ECVlbWsLKymkwijK2NDZx48imMtrZw+tHPY7C2huM335Is6qwASzWAwmjdSwyAHRwx8qR9BmGhIzkiwwm4k/dLEBVYGTAOLDscWCiBYgPF5g4ubW1gZ7SJS5cu4vhNt2J17TAWBnpe5kD6zdg7nN9krBceBZOcC6kBkOAEwMo5rmpxdgSQ0/2F1p0tKI26tLKBRICcRhlNov1CI8w6RZbE+o6hO8i12hZT4aFzVRfhpvmZEKzvrHmU0AA5AVYCzhfICMicw3CQwxFhAERQaVpaAAf274e77TZ8+o//GJ/540/h6SdPYmP9Ekalx7lnN/HvfvntOPnlL+P7v/fP4I7bb0M+yFEWYv0lggJ2BdS1JYMYcjYtpPrGV08MVM6Ps7NKEfZ6Ok6OUXEEifLsEQIpGcDMqvZJ70mi01YEHvNxUL69XFGl0FVfWwEEEGhHKDBz2It24MAB3HfffXjiiSewuLiI173udfjyl7+Mhx9+GH/hL/wFAMD73ve+0A8vXIhr6/LyMm6++Wasrq7iyJEjFWtl3bJiArFZBlJ3Uov0euHChXA0ydLSEvI8x+nTp8Me0PTcxrIskWUZ7r33XnzhC18IQBYA9u/fj5WVlQDcLl68iKWlJezs7ASQubKygo2NjeCea4H4sizDcDjE+fPnMRgM8C3f8i34+q//+oplyqxjKQBo47tZSw20mNuugevFxcVQVyCCKvveJKA3AceU500gxb7b801UBx5tz8xilekCIvWIqgYILZKw8RmIbrCbm5v44Ac/iIWFBaytrQVe2f7dFJCWZYnNzc0AHiyIVBrMaDAYBBfqhYWFELAnz/OKRdLIlA7b29t48sknsbi4iAMHDkxY+9qEd3uu7qacgr2mdjS+mOV0PB5jrFuxNjc3cfDgwYo13fjCzGH8NLVBV1m7qE0pkKY5i2WsnvasNM2S2LZf2t5bWFjAsWPH8Oijj+IjH/kInnzySayvr2NnZweXLl3Cv/gX/wIPPfQQvvd7vxeHDx8Oc2rT+JpG05RGXe3RNf7Se2naXWN5Gl01YMnMzwF4Tr9fJqIvArgZwNsAfJM+9m8AfACy+L0NwC+y1PBjRHSAiI5rOo1EzMh4jNVhhu2iQM4ltkabGBUrGBUenHksL+W48dYDyHiMG/YdxeG1gzj92Idw/ADj6964jLtvfw0+/P7n8eXH17G0nGN7ewT24jq4fnkb5/aNcHF7CzfsbGMwdEHos0mHmUEuRwYgH+QaOSxHlg0xckM89Mjj+PzDX8RtNxwB8wiLCwtYzId47Wtei99Y/S2cv3xWj1fQSdIDGQ0wLjJ88pOPAOSQuSWQB/LFAq96/d14/NlHcPjGAxiVjO2tEuf8OkCM4YLD5sYm1tYO4MSJ53D48H6cP38eBw4fwennX8CB/Ws4sjzAnQduwP13fi3e+Ja/gBfGhzE6ex5rq8vIhgN8/A8+hPMvnMLhA6v4pj/xJ7F/38FonQhmGhE4ByAcWFqCO3YIl8+9gHNnXsDljXWsrK1i8/IWyu01OC6RLyzh+dMv4NjhwxjoBDccDmUvQrYYhPXQd0ygJKf7Nxkc/E0FPApOqO8bEFdKkysJhIEj5ETBypRncjxIhlT7Joe7G6iwQZabO7AYTiQCrArrpZd9nKX38Cznl5onIUnIWJBnZL4ElQUW8wxHVhdBDtjeGWFU7MhiVRYY74yweXkd//E//ke8733vxR33vAJ33nUHDhxcASGH9wVKXwa3LAOWpm03lxyiDIuLyxiPS+zbt4TxeAxHDqv717CxsYG1tTUAcbE1S0NZlii5AIhw+cJlPPvUM1g8cBhf+uyncXD/QbiFRSAXJ1DHEdwQaQTS0gewaS3o3AgOHsXOFk4+exKnn3sWF89dwL4D+3H7PXfh4LEjyPMca8MMK1mB0aUX8NzlF1COtrA9GmF7exM7o02cPXsGp59/Fjfddg9uOn4zioKxtrofGRGGlGPfYobRegEuBxLQBQSve+3IAUxZPKIA4toa9txKUQXoWh+vCUfeW79QK2bmQLUtKU4t5YEvzAFkQRUekm4MOKNZV8ClAWBO79snidU8g4cDYzF3GDgn59OyuO/WjxHw7OEzh8FwiKNHjmDf/n3Yt7YPbngGIxB4kOFVd96O177udXj6S4/in/7v/zv+5Fu/FQ8++CBuOnYUi/lQFT0e+g+FBUtThZOdV8rMAfoRZGyKcsfAMQW3dFbA6pgqdRQdTyYBnILyQWzdnqNrq8uy6JBM8udcDNzEHAr4sqQXY201MoEUQDjj0YTXpaUl3HjjjWBmHDlyBIcOHcJnP/tZHDhwAK9+9avxile8An/4h3+IL33pS1haWgoRNg8dOhSC92xvb09EH9V6TYAJC5Rizz7//PP43Oc+h5tuuimA3sFggDe+8Y14+9vfHs4kTNMzq+oHP/jBAFwBEdgffPBBPP744zh69GjYV3fu3LngyrixsYH9+/fjxIkTOHz4MC5cuIDDhw/jhRdeCEdQ3HTTTXjggQfwjd/4jWCW8z4t0ujDDz+Ms2fPYt++fXjNa16DhYUFAM2CmpVtZWUFly9fxsWLF7GxsYHV1VVsbm5ieXk51OfChQs4cOBAZW+gRQ5vA4VtebZZQ5qobnWtW7Tq4KNLuG2yzjWBzfp3Zg6g3tbF1I3YIhb/9m//Nn7rt34Ld911F+66665wrqTNmaZwMKt56kprwHVpaQl2xuV4PIZzDisrK9ja2sLS0hKAqsXPQKD1wfX1dTz++OM4dOgQHn30Ubz2ta9tdY9O5csmXgHx6J4XXngB586dw8GDB3Hrrbdi//79lci2Ozs7uHDhAoqiwHg8xmg0wvb2dug3N954Iw4cOBDkMmtD2yOd9oc2cNnWpvV2S93rm9q4/nwX1UHQtPf6WOhM4VMHv/X5yNLKsgzLy8tYXV3FgQMHMBwOQ/+555578IY3vAEPP/ww/vE//sf47u/+btx///1YXV1tPW6mqX5tY6delqb2mYUXbffaLJhd9KLssSSi2wG8HsDHAdyQLGinIO48gCyMJ5LXntFrlcWPiH4EwI8AwNEjh3H22Wdw+NhNOLg8xNZoCzs5MPI7uLy5gS2U4HIbN9+xhotnT+PM+dM4sLSCr3rNV+Pu+x7E5pmHkQ3O4s3feg8uvfszuHjB4fDhG3Du3GUAhNGOx2Mnn8ff/gc/gb/8Z/8cvuFb3wK/IIF8rAPapAOdeEYYY3FxAI8BNkceF7a3sb61hWeffhoHDq3iS1/6EsYErL3idhw+dgQXnj8BcHQ7KrgEUwmXDeAF/oCcw0I2xn1fczvufM1hfO6RZ3D2whi+XAJhgK1yDM872Noa4ciBNVzc2UKeLWA8LrG2uoatzR3sFIzLl7exRA433PxK3Pu6P4P3ffAhfOQjn8Uij/DA17wOZy9exNOPPowj+xbxVbf/Z1hdWqx2KgWV9jVX88TBpSU8cP/9ePbUc/j8w19EsbGJITH8aBPblx3y0Q62Lp3H9uICikxcIP14BF8WWFgmDBdiPnIuXnQ/hB4DwqwHJzAjnpBZ06KxWCkJYuXIXAYHFrdIctCglxJoBSZ7quWxNgkSETIWq5CnDGNozMqixNbmFi5evIDNjU1keY7FxTUsrSxjuLAEjc0DZkJODOISSwPCobUhQB7b2yONUFwGS8DG5XW8//fei1//9V/H9vYWxjzGyZOnsLp2J3ICFheWQKUG6FFBzHz3LcS+LVCD5QE2N7cAdhgOxFppWvnNzU0wM0Z5PNxb9lrkGOQZnj93Hu9/7/tx2x13wG9fguMhnn30i7jx9rvAS8soswwDT8h04g1C3ljqIYBe6nz5/LP46Ic+iI/+/gfw7ImnMd7Zwc5ohOHiAm48fhyHjx7BzbfcjDe+8Wtx9+23YDVn+NEY5c4OivEmdnY2URTbyAcZLl46h/LE49jZ2cQgXwBuLJFxhpXlVQyyDIeWMlxa38aFEsDCED4Xi2bpSY4aUp9T9aKu7M8TRQJZINXKIsLINHiOPgtg3DC/Za4qiBEkEJbxl6wvkwbN0cBSMrYpFIQZ4eiaSvrkMAAhKz0WMsLSIBOASUA5HqMoxqphLuFqgkrhSzkmp/B49MuP4oUzZ7G5UwLDBdx4/ChedfedwMYGBkWBe+66A889+ww+/gfbuPfOe3D73fdgdd9aQN2mXIl1FTA5NguvjSkGnME81jHH8WhJ9nE/q7nAmyU7vKMpxjYxNnEFNDJHJYGqdsRivAvt9fVIV2ttvfHGG7G+vo6VlZXgBmjadoko/f9n7z+DLLvOM13wWdsef056n2VRhYIHCiRAAAStQEGiKEoURYmiTJO3FR19Jzr6KiZu3JiYP/1v+sfMKKRWK26r5UVRZIsGlAiADiABEIQpFArlbValzzx5vN92zY991q6dyQJJKUI9lwquiIpKc/KcbdZe63u/9/3eL6p5XFhYoFKpUKlUyOVyHD9+nHvvvZdcLsfq6irvfe97qdfrtNttZmZm2N7eRoiojcPS0hL/6T/9J/79v//33H333beUhyaDXGAXqzQYDOj1eiwvLzMyMsLZs2eRUjI3N8f8/Dxra2tIKXfJGBXwUpJAJVl8+OGHOXz4MKdPn6ZSqcS/GwwGMbtTKpXiGkvXdSkUCvHv2+02uq4zNTXF8ePHOXfuHC+++CIA73rXu6jX65w/f55iscgHPvCB+Dx+yH1FiMi4aG5ujk6nw40bN2IDIc/z6PV6WJZFp9OJa/yS4EoB8VsFmD8soN8b0CaPKXlse3+2931/HEZrLzulzmswGKDrOrZtx4xa8nUqiFbsLhDLnhWYU3PkpZde4gtf+ALdbtTqbXNzM67rVYkSxeQp4GjbdmwEpT47nU7H7XTUnFIMtDKvUvc1n8/H4F7TNNrtNk8//TSHDh2K2dCtrS0mJyd/oIWL+jopiVYjDEPa7TYvv/wy3/zmN7l69WpcR5zJZDhw4ACTk5MsLCzw+OOPMzs7i2EY8fl5nofjODH73Wq1AOLzLBaLcVJDPXfqPJMy2rebR28HgvaCyVvNjbdj2n6cn+193x/2mr3vlZxLyXmmEvBqPr2dwgBgaWmJcrnMYDDAsqy41VF/2CXi6NGjrK6u4nkeBw4cYGpqKp57bzf+KUD5h13HH8Vw7h3/XMY4Of7FgaUQIgd8EfiPUsrWnoOWQoh/0pFLKf8b8N8ApidG5Wf/9L/zkV/5BPNHjjJWzFFpNlheW6aQz+OFLuNjWWpByF33HuTSyRVC6SKMNL5YZHHfCN3u6+jBDo+9Zx9ff3qVmblJQqnh9AO8MMARIStbW3zzH7/GwdsOMHXkCJpmEcm1hrIBJHLIAPlBgOcJhG7SHbhs7FSoNRoIfFqdGl6hhBsEpOstev0+hi4YGR0DoVPeVhvasF8fOgKJpoccOTrP7XfP0fA3OXbPIo0dh/oOrK2VGRsbQ9dNkDDo63Q6Hebnp2h3dwAdQzdIZ3LIgYfmZrjj/o/w//3zb7J26Rphv0Pa1Nja2CCbzXPXbfv56M+9j33z00MmJhyyLmqxiGgHhTEloIUaacNi/9witpniytWrNLsNQt/FHfTo9boI6VPb2WZ0dAxPFct3u+SliWGY8QKN0AkiWoPI0EWZGQyv9LAFiQKFiXmBNmRzYkmQjHiNyPVUi4JdGRnwBGjIYMgsiaGJkBzWXGgauibIWgaGruED6zs1zl26wvlTZ7h29Rrb29txBn98bIK5fYvcdvtRjtx5jFyxSCgsQs9FEFAYLyADn7Y3wHU8wiCEIGKYHNfhpRdf4mtf+xrVWhXLNNna3ObkG6e4/dgRLNNABi66ru2SqwhNwx861UWbmYjt0YXQSaczuK6DZVtxNl8FVulMGt+PzILCMCSXzyFtc2j4ZGCZJhoeg0aZG+dcev0OmalpRqZnMfR0BNC0CKULwGJAvbbFysoqW1tbLF+/xrmT36e6tYXTboHnEYYBriZx2uBUyqwiuJLP842vfoXxsXEefvidPPTQQyzOjSF0D2Gl0A2dYjZLAEhNo1rbwTJT2LaFaeTxQw1D9wm8gK9/6VnMmUPc8Y53YudzQ4lyGAGhOHMv43kxXJ3QtCRDmcj8IZG7dKvRa3cDy6hKU01DEUabqiZumv7crI2M+kZGauKb9j8iZJiMiNi9vX1OBVFJsOaHpAxBVhdoYYgMfTzfw/WGbR6CkAAdLYxqzNUGH9WNgh8ElMtllpaW6IcWumVh2Ra9dodKtYYudHzf453HH+XOg7fR3K5QrjbATGGYZkTDJwBbKIPoewFSS7KHw+cqAUbjZxQVTNxkcMWQ7SWIdQoo2H/z2YwyQdG9Uu7D/MD76/EFl9zkT//1jn/JvXVmZkb+3d/9Hb/4i7/I2NgYtm3T7XbZ2dkhk8ng+z7FYqSIueeeezh79mxcy2XbNkeOHImdNN/97nfzjW98g/379wPQ6/ViZmhlZYWvfOUrzM3NxVKxvYBGBYQq0FMqjUqlQrlcJpVK0Wg0mJiYwHVdNjc3Y6A3MTGBEIKNjY0fYPDUe917773cfvvtNBoNjh07RqPRoN1uc+PGDWZmZmLmSZUfzM3N0Wg0YrZMXQ9d13n88cf567/+a65cuRIHmevr6+RyOe68804++MEPUiwW3+763/Lnuq5TKBQ4dOgQm5ubdDqdOCmpakFrtRqlUikGIeraK2ZzOF9+4L33sop7X5c8pr1qDvX7vUBiL7uTfJ16nyTg7Xa7rK2tcfr0aS5cuMDm5ma8t05OTnLgwAHuuusu9u/fTzqd3vV5qj5wb02qul9vvPEGX/ziF9nc3Ixbyrz88sscPnx4lxtwsvZWMZnq/iqwnslkYubc87yY7Vb1t0LcrFfsdrtIGfVkVVJbXdfjNjz1ep2LFy/GCYtSqRQzjHvvQ7vdZnNzk42NDS5dusRrr73G8vLyrhriMAxpNBqUy2WEEIyMjPC5z32O+fl5HnvsMR5//HEmJyd3MZnKVEbTNBqNRizvVecFEbh64YUXmJiY4MiRI9i2fUsG78edL2833o5x/HHf7+2ArPr6R7F3SVAp5U31j1on9h7n3rm9vr7O1atX4+SCbdt0Oh3q9XqcCDp+/Dhzc3O02206nQ6FQuHHYi73fvY/dfwwwP7D1oYf9vMfNf5FgaUQwiTa+D4rpfzS8MfbYijDEULMAOXhz9eBhcSfzw9/9rYjlLCxtc3TX/kyT/7SLzF/9AjpjM2rp85R1CWGDRdWzzA/JrBTPe66dx8vfft1akGfv/3s03zq332IvA1B3mZiosRt9wgWFg9R7fRxnCa+dEHqdNshb129xomXXuDDc9OE6RxCswBtyKT5IDx0U0MPU3hS4vX7+D6Yuo4MQzqtJroRsiM1jEyB6sUlxlI2xdkSD7/7IVY3Pb773ZP4fgMTiS7MqJ1KOuSOuxc4fHyKrlanWtvBd3NkrTx92yefMfH6PYysgQw0lpea6IZPLttFaGlWl1sI3aA0NslERvKex3+bv/jSGzSvXsXt9wk8l04YkO86TN5WJJ+xafVadNwchZSF9B1cz8MwTEzTQghlwXJzSEICQgINJqfGKeYynL58hXa/jxv4+K5DIAMsP0STEoROp9NCFxLHDXH7fQwrRTqbw7BTUTsTGcbsh0QydPshopaioNyImaJhQIuGT7hrIZBEga8uJVrgowtJOGSy2s06ge9hD3uVmbpGzjJJawbC99mqNGg0W7z80su8/L2XuXL5Mr7TA0IGg6jRtud6mJqNnc0yu3+RBx5+JweP3EYhPUKzVucd77iPYDRD3xngDl3DouOS1Bo1vvvCS3zzG19nfWOdIPDxZYihmayubrOxVefAgWkM3YhazugaMowMc2xNwzRtfD8gm81HwZowyKRzTE9Pkc2l6XSagEYQRr23VJ1Ou9WOZWPdbjfKDFsmnUYb39Tp6oKcD1ubaxTGXKwtk267xs7KNSb3H2ViagYdjTAIWFu+wYmvf5XTb56Ma4K2y1u4ThfPcQmDMKqpCwMEAQiNUAtBaLSbdYQG660GT60t8/JLL/Lgww/y+AffQyFfJJcW2PQIPI+eE1IsjER9EP0oGRMGAl108YIq1Z0bPPrw+0jbGfxAxK7EQjm1CpA6SBG1CIpaBWlDCabADMTQsEpE1zkI0HQX0AilFiV5hMBQ/jLDu6gJkD6JeRjdW1+ZPal61GFORiqKTcqhjFTi6SHoMqpHVeDSj5g3Q9Mx8LBtiU4AQUAY+vR9l+7AiVhKzYiYXHRcT6IFAZZpEYQhXiDxpcDtDdgs10gZaSSCrZ0d+q0mldUNJsfH0bWQrD9JKVtifHyEuYkRQl/QdXy6rounmwRoaDGrqN0EisHNZ00QRmD2B1ZriRASoWnxtRDiJkus3HI19ajH73dTWUCYfJ0cXn8tbgUjVGufRBLhX+v4l95bVbD0zDPP8OSTT8bg8ty5c3HN1unTp+MayXvuuYfnnnuOIAj427/9W37zN3+TVCpFPp9ncnKS+++/n8OHD9NsNmMHRcWYnD9/njfffJP3vve9u6Su6jhUIJesn0tKDXd2duLAPZPJcPXqVUqlEgcOHOCDH/wgOzs7PP300/T7/fh9lHzyHe94B0eOHKHX61GpVHBdl1QqRb/fJ5/P0+/3YzBw48YNhBCxjHJjYwNd1xkbGyOVSvGxj32ML37xiywvLzMYDGJmt9/vMzIyEr9fJpOJ2SjFhOyV3+09f4hA4r59+9ja2op7Zyp2MjEv6PV6wE0ZqAL7qlb1Vvf67UCgek/18+Rr9v4+OQaDQSwJVEBG1UCq1hy9Xo/XX3+d5557jrNnz9LtdoEIaKreqKZpUigUOHLkCI888gh33XUX2WyWZrPJnXfeSSqV2tWbVAXfnU6H73//+zz11FNcu3YtZhRN02R1dZVqtcrMzMyumjd1XsoxVYHJfr8fA8rR0VFSqdSuGkz1+YrZVgyrYpd1XY/fQyXQV1ZW4v6Zqrfr3NxcLGkOw5Byucw3vvENTpw4EZtFLS8v0+12Y+WSeh72srjVahUhBI1Gg4sXL/Ltb3+bxx57jJ/92Z8lm83GfTjVHFG9sFUSWl0L3/dZWVnh3nvvveX8eTtWWh1L8riS7OCPmj/J90h+1t73+VHHsff9kn+3S3EI8fknn6tkEkQ9Z2rdUcfieR6bm5txgmFtbY1Wq8XGxgYTExNomsbExATZbJZ0Oh0ne5Ktj5LX4e3O4Ued49uxtG+3rtzq+72v+78csBTREf0pcEFK+f9J/OqrwG8D/6/h/08lfv5/E0L8HZGxQFP+iBqQEEGj66Kvb/L8s0/zy2MlUmaaVDpLbWuLTNpkZnwfq8uvEvpdMkbIfQ8fo1Xb4sraKifPnsMXgrajEwiNmdlp2p32MNupIYMwAgMStqs1Tp06zeMf/ABGMcCwMtgZfcgsSgI/WkRT6UzEzvg9BoMeK9dv0O/0CAd9TF1ipwZ02m1qtSb5bI477n+M2UOTZOc0CrNTvPnGC3SbFXRhMjIywm1HF8nkBQO/h2lPsrG8jjFnoWcDgmHWuNf18RxJp93DdUIyhoEQFt12h1bDIzup4ZXXuedn/g1f/N45Kucu4zudWBoBEPohtWqFpesms/PjHDpygECCrouEAUGANmwPEd1kUFFio9lgs7LD4vw82UyaO44e5eryDZqdDrV6LcqCBRLTMukPXAxTR4Qu3qBNm5DewGVyeoZcvoTUUoShvBlkaAJfiLjGSqChIdHU9wIgGPbk0yOmSQWnAgg1dE1GrRg0qJe3eO4bX6dW3WH/4jxjpSKpVOQCF7g+gR/gOi5rm+s899xzbK6u4fT6BL5HELi7a2KlRJMmnW6Lan2HG8vXOHLsGHcdu5PFhQVCz6VRbWKa1hBUSrrdDs8//x2+/dxzlMs1KuVtdEJ8z8O0raEUxaJYGonqc0KJRrQJSIiDlUw6gxAZHGeAbVtRM2/boFIp02zphKGP0AxSqWzcliQIAgRRRlvTNKampuINb3trG6HpuIGPplu0m01K4xPcWLrK6NQ05WqN73z7edKpDAjY3Nzk+tWreK0q5vBe1et1HNcZzoubxjaRkHi4IBMgh71GCTWkphGGAZsbazzztQpvnj7PJ37tE9x17BCmbg9r9jz6vT7ZbJF0Ks2g36JQGKPvhkjb4rEnPoQntUhmqUnCIcjTDYFSmwpNLcwRK+Y7UWLA830QGqZlo9sWmiaQuonuyyEwVAw5aFrkcKsWazFMdqh+k1FLFvAIkIGMA0YNDUNo6CJ6PykluibQo2anICSalOhDOackJGWZWIaGJjVE6OF7LgN3QBj4dD2XgesDGgY6fhBE7YaGsnrHdaPP1TQC3ycIJR/95V/m+y9/n3/8xjdxHYfA92k3W/T7fY7dc4zRqQlGR7NosodOgGVGphRpadJyoO/Jm7JXEV3DIdk4fC6j7yO57602JBHZziQZYqHgaAS04zZDCXY0MuMRMYMpZUSgKmZZbX7a3s/6Vzr+Z+ytENWELS8v853vfIef//mfjxkXxVru37+fM2fO4DgOxWKRBx98kEqlwo0bN7hw4QKu6+I4DkIIZmdn47YgynFT7T1ra2u8+uqrPPTQQ3FQvpc1SRr8hGGI67osLS3FQNUwDNrtNq1Wi0qlQqFQ4P7772ffvn3MzMwwNTXFd7/7XcrlMoZhMD09zR133EEqlYp7T29tbcUMk+/7cQ1oEAQ0m824d6GmaXS7XWq1GmNjY9RqNX7t136Nb3zjG1y5coV+v4/jODFr6Ps+lUqFixcvMj09zeTk5C6W5IcFw1LK2AhkZGQE0zSZnp6mUqnQ6/VoNBq7gFuyTYaSbQ4GA8bGxuL+iuqzk0FjElztZc3eDlAm5mP8f7vd5jvf+Q7lcpnDhw/HdWdKiqyk1Ddu3ODZZ5/l8uXLdDqd2FAm6eCrjrPVarG5ucn58+d54IEHuOeeezh06FCk+BnuYypAHwwGfP/73+cf//Ef2dnZYXl5GYiknuo6KbCq6oeTDKXqoWrbNplMJmZODcOIDZ1USxuVnFBOveoY3OHam81m43Op1WoIEUlmLcui2WwyOTnJhQsXmJmZoVwu88wzz8QOwmtra3FNrnIUVSopdcwKTAMxYFfXTfVtVWzr1atXWVtb48033+TTn/40R44c2SUHV3NbmUYpVlbTNJ544okfet/3zte9gFuBs71z7lbvt5fZvtWcU+ecfK9buSPvnbvJ1ycZ870MZXIequuafI9YXcdNMPqJT3yCl19+ma9+9av0+/34me/1etxzzz3MzMyQzWbj66GSF3s/+1bX84ddi1u9du/fvZ2CYO9Q9+2fCyaT41+SsXwU+E3gjBDi1PBn/w+iTe8LQojPAMvArw5/9zSRHfpVIkv0f/OjP0Ij1Cx8IVhbWebc669x7wefZP/cApueRiFX5NULrwMmwjQpjBfwfbBLY4zPjnLq6gqWLTH0FOlciVyuS6fbjwJD18XSDQTgByF9GfDm2Yu8/L3v8dDjjxGkfDRDR5ipyBkyAKEJTMMkEAHpnIbR8TCFhu+66EGA9H16nQ5rvT7NVpNisYiRbrLpXSOw0tiZCY698yDSmSadiuzLB16b7a0tDh5eRIQ5MvYC7WaPYtai32+Sy5awbZted0Ct5qAZEjuVIggHFIo5jEyWEVvy7rvuoSYnufzWm6T7dRwvjBcpiMKwWrPBaL+Enc4hMSlXm6ytbZCxLcbHSsxMTYIwkOyuhRFCI5PJsL6xzsqNG9x3x11MTM1w7NAhVjc22N5cRwQ+AzfACwKkDKhXt9GDAZl0EamFSM+j365Sr25TKk6hCZ1cPj9EBxp6Oh1LcAVDUxC5W4oTqWW1m2YrwyEEUdAtJGcvnOOLf/MXmIHLzNQkQbtDy3EY2Bp2KoXjBmxuVXjl1de5cvk8vW4L3/PAD4by3yFgStieSzFc4L2QRmWHt060aexs8MD9D7K6vEw+N8K+xf1Mz4zhOAOuXrvKq6+8ys7mNp12D6fXI21bBK6HKyV62sSy7MiQRNPQhY6eeOij8w3pdFuk7BSZ7LBPkgxpd6qUyzvMzs7guh66Lthp78T1Kul0OnKhHW6M6l+/P+DatWt0Om0K7hiFqXE816Fe3eHStSVmmk0mpqfJhg5XT52h0WiwU6kQ+AGGaeJpGp1OJ5GNFJHpiwyQBMMkhIYQQ/ClsL+MaKsgjGTOwvHYvL7Gn//3v+Iz/8tv8zPvexinU2E8k6LZaFEsFqlWKnQHXQ4dvp1UJkWr7iB1k0wug2kaaJog6roxbFojov6TpvRxeh1OnTrLG2+colKpROyJ72Pm8kwvLHLo9tvZd/gwI+NjZA0zchSWEZOmCwlaIgOrRaBV6Ap4Dg16iOaaHBpJIRhKrW+ymmEIgZQQgoFEhj4y8Kk2ajQadWanJymMj6LLAEIHz+nT7XbizHsoIudfXTPRNHPI0Ip4bqo2NIEf0ut2eeutt3jpe9/j1VdeodkbIMTN1g5CaOzUaxwb9lXtdWr40sHOFtGNLLZuUDA1goGPJ1TPzmFwgyCQCenvcOzd0KMWPfHjo7jO+HoAyDBqpxTN8ZuvDcPo71XsoFQIUduRmz+Uak340RvHT/r4n7C33szoLy0tcfXqVe644w6mp6dj1u7111+PA/WxsTGCICCVSjE1NcWZM2eiRJdlMTo6iu/77OzsIKWMWR3lUhmGYWzTf++9996ylYaSJSrWSQWqqg7Odd046K9UKkxMTACwtbWFaZpx/afrutEaOHRzVfV2uq4zPj5Ov98nl8vFjKVt2/R6vdh4SP1toVCInVkfeughhBBcuHAhdoTs9Xq7AtJ6vc74+Hgs5ez3+1SrVSzLint63iqgU4CxWq2ytbXFgQMHyGazTExM0Gq14mua7EVYr9cJgoBMJhMzKr1ej2azSaFQQAgR/w5u1q3eCliqa5/8+Q8828N9cHl5mT//8z8nDENmZ2dpt9v4vo9lWZH/hOuyurrKSy+9xJtvvkmj0YjXs+Tn7HUiVYH+1tYWzz//PFtbWzz88MNcvXqVkZERDh06xMTEBINBtId997vfZXNzk3q9TqfTiQEiRLWRyXrU2JtgmMhQ56PmaJK963a7VCoVpqamYsO8brcb12oq45YkC61kkNeuXaPdbuM4DouLiziOQ7lc5vLly9TrdWZmZhBCcOrUKcrlMmtra7E7cb/fp9Vq7br2SaYyOZIARQFz9VrHcbhw4QK///u/z3/8j/+Rhx9+mH6/T6lUotvtks1mabVaOI7DzMxMbN4jhNh1zfaCFTVvPM/jxo0bnDhxgu3tbbrdLkEQkM1m2bdvH8eOHWN2dpZcLnfLmtm982nvnEzOkb3PyN75eCumczAY0Ol0KJVKu8yWgiD4gV6eav251TOZTH44jsPly5f51re+xQsvvECz2YzBvPr7SqUSmyK5rhvPw6TD9dsBy+Q57P3+7a7Jj2I8b/Xz5DN/KyD6Tx3/kq6wL/H2aeMP3OL1Evhf/ymfYWgaruPQ1iWWkeGtN06zsP8Adx5YxNIstiodMiNTDBo38GVUt9V3+9TbLbz2gEIuhdeT6DKNbYqoPUZWQw4zolZap9fr4AcCYZls11psbW3hdBogJK5rkU5ZIA0Mwx5ORh0pBQOvz8AZUN7cRgYhTuBj+j6Dbo+JiXHK2x3Sk0WyBcFtd45zfWuLzY0GWatEZXObYr5Ap1enOGKweGiUXMGg69SYmNYJXI319U1SWZu+t8OBAwtookSo1chlcxRLGfL5DKaZ4fTpK8yM3sndD3+C/+f/+6/Idtv0CPD93Q+RFBLHc9jcLvPGm2e4fG2J/sBhc3OLfrvG3OQ4n/6dTzG7cBghDHXP4r+3LZvbb7+dN157ndOnT3PffRoTk5MsTE+yciNPpV7DlxpSg2arTuD18J020nMhdBgMXEToYpg2jUqfTrsdbbjZHHYmS25iFg0NIUw0TY8AZMJNVgiBjiSUATpD6aViMqRESJ/NjTU+9xd/QbdeppRN4Tg9dspb5NIpvDAgmytQq9Z4/tvPsbmxhS8dIESTARBGpiDcNPq5uSgEURAcBBBI3MBnfXmNQ/sPY5s2Vy+f4/q1i4yMjFIsFrl29SqjpREuXbhIo1Yn9D1CTUP6QdT3U9OGoF/iui62HkaGM8PFLgrIHALfxfOGfUN9n2w2hcQlX0jT6bQxTXtYg8Ouwn1d00klalNyuRyDQS/aLIlqRoIwoN9tk+ll2FxfZWN7i2yhyOHFRfr9Njs7WwwGfQzDxHHCeGEWYoj+CREiQOgBmYyBrgkGHWcI9nSkNCP2WxeEYsg2SQmBjyYF7UaNz/+PL3D3fUcZz9kxW1KrVel0uti5NO3egGyuiOaGXDn1BqX9UJyMGl9HfUGjDpoGAQY+W6tL/MV/+2NeO/EWnU4Py7aYn5tnc3OTcr0Jho2VLzF/+AhP/Pwv8Mh73kMxn8GQYAzveZAIdsMgam+iy6Er7BAwgsTUouDC0DVcz0cI1ccuIdMMfYR0oT9gZ32dze11NCvF7XccY3KshCF8Aq+PN+jS7XVwvIBAClRjS1O30XWDMBD4fgRkk1lr3/fp1Ft87Wtf45lvfJ1ao47r+0MZfxgH591uB2fV4dL5i6Qtnfc9chy310Sm+uxfPEhGhBiaIGUT9V2VyeBPDFnpBKCTw9YocdARgXtNkDDtia5ZGN4EkVIGyusH1WM0era14fc3mc5o4xb4Xjh0nhWR86wA3/9BIe6/pvE/Y2/VdT1mG03T5MSJE0xPTzM9PR33j5yYmIhli5ZlxYxkv98nm80m3KpF7J4pZdQ2xLbtuMY7k8mwvr7O6uoqR48ejT9/b/sM9U8B0vX19TgolFLSarVYWFhgeXmZ+fl50uk0t912G6urq6ytrZHNZtnc3KRUKsUga2FhgUwmg+u6MUO5vr4eG6Pt378/DrBzuRzFYjEGnKdPn2ZxcZHHH3+c//yf/3PsuqmORx07ENd+vvHGG1y7di2uK2w2m8zMzPAbv/EbsXHKre7F/Pw8Fy9eZGlpiUOHDpHNZikUChQKhV2tXJrNJq7rxqyJYggVIK/VajGISKfTpFIpCoUCcLO+cG8A+qPYEikl1WqVP/mTP6Fer8fAfGNjg1wuh+d5lEoltre3eeaZZ7h27Vpc77/3c5IyRdidwFV1lBcvXozr/c6ePcv58+cZHx9nZGSEixcvMjo6yltvvcXW1lYMzpKAr9/vx8m3pGGU+nzXdWOGVc03JblV7WZM04zb0CgFkTLEUZJIKWVsfqMAhW3bca1uLpfj+vXrrKysMDY2xoEDB2i326ysrMQsvJrf6liS11yIqE5S1/VYRqyY1GTdqGL5VSJxe3ubv/zLv9zVY1U9v71eL2bxlbnMhQsX2L9/PwcPHtw1D5IApNFo8Cd/8ie8+uqrNBoN0uk0+/fvZ21tjc3NTQzDYGRkhKNHj/Irv/Ir3H///THYutXc+lHfq1goCfL2vl6dd6PRoFKpYJpmvC6o+aSe2aScWL23AuXJf8nr2e12+drXvsZTTz0Vs8kqQaGuabPZxHEcTp06hW3b3H///TiOg2EYjI2N7fq85HH/qOuwd5241XO791693dj7t0lJ+d7PSSZ9ftj4n+IK+y81hJSMFnIMAh8nENRbPa6dep0H90/jen30XJp+6NOst2j3KwycDH6o0+n0GdRq6HICLTQZK5QYdPtkihaG4TI6OsJ6vY/n+ZiGget69AYOGTPD5UuX+dknHmfQ62LmCgS+GzmkanYC5OjYqRTpTJad8g4MFwdTCErFEvl8jnw2zfhYgdKIjgybHDowQadeYWVpGRyTIwfmaC9V0YXLyIiFYQZoYYMDR4pUNnpMT+5j4HWjNL5RJ1fIc/f90wSexAsc/GBA1oJ3330bv/aJ/4MvfXeZwcoajlfHczUCP4ikiERgCRni+i6bW5u88OKLaJpgamaadDpFNptldXWZL37+83zq0/+OkbHp4bmKm38vYHx0LNpUGm2WrlwhZVvkiwXuv+ceXnvjBJ5mR7UhnhMZ7RgaMnCoVbYIQrBMndGRHO1Wg7QVoNOl1WiQD0eoN6pMjE/hOB7FQhEzlUVP5YeN0gVBIAkDH1NGEhDd1DGModwhlLQabf7yT/6YtaVLhL5DZctlff0GM5MTjJaK+FKnUOjwyksv0qpWMAKHAI8wokVRPQQVGweSIIg2R8nNKE8DDGFg6SluXLtBo1plfGKE6k6dK5cusTC/wLWlJXq9HvV6HdcNoqjcsjB0HdOMzieypI5cSQMiZkaZRGiaTrMZSa08zxtu5D1ct8voeInBIETTjKGkS2KaNyU/mUwGXdMxh7IgZQChaTqO6+K5Hq7jkUpnGB0dwfdcWs0GzV4f3bK5fu1aXN8RIqJ2K15kSHRzgZIIzQPhMzk1SqGUYWZmgup2hYsXltGwENgIoaHrEkPXkSJinLUwQAtdpDSo1yv8w9P/yEeffD+1Xpdet08uWyCdyZDJFwilDoHO7MQM7zx2hOdOXyRVmsRKpRkdn8DQNYQuCfw+g3adN155iYwWcPTANOVKBYGglBWYU0U621sMen16nS4XqjUa5R30TJHHHnsXWSNiLMMwxA9uBrug2PMAXYihZDdiNo0wxDJ0LEPDQ8dxQwZBFBwIJIQh7cYOjY3rVJZXCAcOd957NwtHjmLYKUJ/gOP36HUahIGH47oECHwMNF3H0AykjECUDHcHhOFws7x+4zpP/f1XeP31E/ScAW7oR9d4aF4kQ0Hg+xG33Brwve+8wPbmNq9971UGgw5GvsTxBx7gPY+8i2OHb8O0NOhJgiCM2u6EEXD3hUEQqC6V0TOg62LIMEZGOpou0fWbUkYZhtH9k0lWSsMPh21SghCGLUsMPcAwtGFwOHwGAw9NNbcPhrVGmoGm6ZFplyq8/On4Z49isYjrurEU9OrVqxw/fjyWyrmuS71ejwGilJJmsxln7YUQTE5O0uv1yGazsQS1Xq/HQViv16Pb7ZJKpTh79izve9/74qA2KRtTQ7FMtm2ztbUVm9iYpsnk5CSjo6MUCgWmp6fJ5/M4jsP+/fvpdrtcu3YNKSW333471WoVKSWFQgFd1+n1eszNzVEul2P2SwWe2WyWO+64I/4sBYyPHz/OZz7zGU6ePMn29jatVisGESrgVcGpAqzf+ta30DSNmZmZuE3BjRs3eOqpp/j4xz++i0lMnnM6nSabzdLpdNja2mJ+fh7Lsjhw4ABXrlwBiGs6gRjQlMtlgiBgYmKCQqEQmxoFQUCj0SCXy8WtXzzPI5vNxtLPJJBPgohkTahKFPzxH/8xly9fjkHQ8vIy09PTjI6OIqWkVCrx7W9/m83NzRjk7A2ikxJDJUndG0irBOPVq1epVqtMTEyws7MTg59Lly7RbDbZ3t6OW2Uo8KVcWvP5fHxfFNhUEmiV1FV+AQokK7m3khqra5iU0yqQphjgpFv7YDCIpeHZbJaxsTFc12V7e5t2u41t27z55psx6FX3MVnrtxckTE9PMz4+zsLCAhsbG5w6dWqXWdBecJlkOTc2Nnjqqaf4hV/4BRzHYTAYkM1mSaVScf0lRO62quercohW1w+IkzxvvfUWhmFw6NAhdnZ2gKgmeGZmhrW1Nfr9Pu12m62tLXZ2dvi93/s97rzzzl3MpTrOvWDzVskWJSNXAHEvcOr3+9RqNba3t/E8j9tuu43x8fFY9aAAu0owqL9P1njfCkSp129ubvL5z3+eF198kXa7Hc81dd+S7ORgMODZZ59lY2OD559/Pl4PH330UR588MHYVGmv+VTymiRHMgmS/P7twKV6TRJs732vJGOqkhPq6yTg/nGZzJ9oYBlIifQlZijp9TtY2RKr1Srv7LTJIKgGA/xWmZnCAt12B9dpEPT7mAOPUOq0qk1sK02dHUIJ3aqODAImJwq0ym10YZLTBYJGxIw6HktXbtDdaWFMZam3u+RCn4yZQbOzUT9LM4Wua1iBTrowST8E/AGW0Enn0pjZHMvrZVIpm7ThsHhoAi0tCN0RZksG+aOSjZUB7V6LQejTd0NStiCwPPyugwyg57g0WxUyBR3TtClXW3T6YOkmaT2F4xoYaOS8LE888Vs0mOG5f/yvOP3eUAYZSfDi7VpGcjzhuxi6IGtrzMxMk0qb5HMpCrkcK/0mA9ej3WlSHBlFCB1NM1G9LQ0EWdPm6MFDnD1zlp7T59yF89xz732MjI5z/70P8MILL7DvwH5SI0V6aYNGo06/3cQaWnsbuqRV26FW32GkNIqQBgQBIgwJBj00P0N5ZYlBLgsCimNTpHMj5Een8DHxAhfhOQgBaDp2NguGwBUBX/2H/8HpU6/SazbA89HCkK6u0683aI6OYqdTXLt4lu3NVXRtaDATCnShEYpQWU4iggARSsIwcsaU0ify0YhcUgMJ0vdpNCq023WKpSIyPBzJfpyQ8+fO0Wq1IgmX7w9rczW8wCMIQ9KGiev5bK5tsbNRoZBfJNAEoTMgDGXce3KkNIYudNwhGDSMNL1+m8wgxLQygEQ3NWxh47o+uh41bk6lUggi59swDGPnwl6ny3a1huOENHc61CZ9RsYn6XY6aFLg912cvksQRqy8EFHtZCgiaTNEbJwiqKIWOinaLY9arUwmk2buUI6LVwx818IwJEL3CYWFZViRk2koCUMPQo80AjOQnHz9LX7uiSeYGp9ietaOa5JK+SKGmUVYNpocoVKpUb5yGs1IYU/MU2+1WJwbw+9WCXst6lsrjOZC9EOT5EcNFvYVcHo9+i0X27eYnRhlY6fGwO0Qyh5bKw5vvHmWe4+/Ay1n4sqoi2PUPzViwY2hy4wnJWldo2BrZIZ1kz5GVD8ZBFga2JbA9gP6rTZbyze4cv4snUqFrGWQzmcxsznGFw5g2hb4Hbx+C9ft4Q56uH6IG0ikZmBaelRHHEagXjGPUZseEGEIgwGXz57hT/70v3N9fQfPD/H8gCCQaLqG0JTbUAhhQBjo+EO2urKyyqbvkc8XCIwabr/PqbdO8bu/+7vccfQONN/Dl+CgoYubz7+IM/+AkPgE+GGIJiKDnVBqBD7IMEQjRBfgei6abuIHwxo6NKQf0u8MaLUbtNoNwsAlbUHKVAYYOp7vRW66hk6uNIKt27RrDUIDzKELciaT2VWn99PxTxtJMxQF/DY3N2P3U9d1aTQace2kMhRRwXS9Xse2bSqVSgw+fN+P+10qI5dyuUy/34+Bn+q3q5JXyihIAUoFCBSDpI4nn8+Tz+e5cuVKXAe5sLAQ18ZNTU1h2zblcjkOBBW4VTVy6jhbrVYMhGu1Wvw6VSuoaRq2bfNLv/RLaJrGl770pVjmuDfIVddQ9R22bZu5ubnY2KhYLNLv92Ozn1QqtQtMJ+Wqc3NzXBsm9tbW1lhcXCSdTnPo0CFOnTpFoVBgZGSEVCpFq9Wi1WqRSqViuWaz2aRSqcRgTwWY6rgVwwhRUiGdTsffq6BZBZjJPo9PP/00L7/8MtVqNa6bNU2TSqXCzMwM6XSas2fPsrS0tKseUoGzZNCaDK6T/STVMbiuG/dtHBsb4/7776dSqeA4DidOnKBardLr9WLGUc1VBQIVk1qpVFhYiPys1L1XrG6xWIyZR+X+qgynlN+EmgOu68aS7+Tv1LGqulcFcGq1Gp1Oh8nJSdrtdgxk1Xy/lTNpch6or03TpNPpxH1RFxcXOXPmzC5woI5RHY+SFKt2O6+99hof/vCHKZVK8XOg1s4kMG02m1y4cCGWtY+MjDA6OhqD5UqlEqsD8vk8c3NzccIol8uxb98+lpeX4+fu7NmzvPbaaxw9evSWIHIvuEwC5b2S2aSLr+rrubS0RKVSiZ8x27YZGRmJQaViKNX/ag4qCX4S2CVZSzVXrl27xh/8wR/EplCO48TPt7pfyTY0Soa9urrK0tISIyMjcbLh1Vdf5d/9u38X9wP+cYFcEsCq65S8hoqdTpZPKfWCujeKzVdzVMm21XnncjkMw4jZcFUTqozAftj4iQaWEmj3e4zks6TzGYQmqDdalFdWmJrcT6CZXM1nqS5fpJC32amUMaRB0A+RocQyTUCn33fxg5Buv48uNJxBH8frY2oCIXQMXUcMmxnX6w2arRYTs/NRVi20sAwjYl0QsQRTE9EDWas3KOTztKsVOt0OgdQwdHNoaAJhYNFrdynlTQ4dWkDqKfYf2iYUNoXJ/ZQ3N1i6usP+u8axUjqNZgXP7zM2MUm1VmPEGiUMXDptiSnAJUC3XKQwuOvu9zC7+CB/+Jdfpby+Suh7w0x+JO1UkzjSe2vomsbE+BjvePA4Tz75s+TyaUxLR0ewtbFJq9FkdXWNqZl5LHMISwWxmY+QkrnZOXrdHivra9SbbS5eusR9997LzNQkjz/6KI7n0u33ubG2gq4bsZFDLpcj8H3cIGpMLZH0ul1KxdEoQ2zZeK5LGHgEvkur1cTzA9K9PplcCXSBIMTHh2E9nCc9WrU2128s8dUvf5l+p4XvDAhdDzE0BwqDABlK8oUs1eoOQkAwvIeqMD9pZy4wIsme9CKjGDmsJRyyNaZpDheXSJrYbDRYWlpCSliYj6QhjUYjnsPqtXGGlqh2b3t7m1e+/woLB2awLQNzuGlZlhXVpUhJKpXGcVw0TR/WN2UIQ1WLGbFZgX/TBEFl+TLpNDKUQ6mbhuf5+J5Pd9g/rNPusL1dJlvII5FohtrsIjAZhP6up1BGDUESC6CGIbOgC8JAEvgh9VqDiekZZDiURwqGdYgQBFHNpZpQumkTEgU8pUIBTUrCUMaGCoZhYGqR7aqmCYQ0GJmYJAw8Xn3pOxy870GmJzPoXZfm5g2atR08p4/X79BxOggkhqZj54pcOX+GtZUqfQm90EPKEBloeJ6k7w1wwxDHk1gIDHRs6WLpGrapYekRoPJ1QcrQyGgSU0aJEAMNEYRI38Md9NjZ2ub86fOU19fZWltBel4UdI0UKU5Mse/IEdLZFFJ69DotBoMufuARhiCJzjMUOmE4NK4JQwSJJt5hSBD4hI6H0+3yD1/9B1bW1vFCHT8ICYaMMlJlJKO2HQpAqIC5Vq2iaRppO0UpP8pIJo+VzXDi1JtMzsySNvMIx0fXdJCRcU8QRu1S4k1uOAd0BEKEyDBq3RRIncBzhxLgkJ3tbYQAz+9jpwwsS2PQdsAHz3fpVsu0Wk1yGYt2sxFL2qrVKrlCASyLTKHEaHGUdrVBEPYJZYAfBLsCvZ+Of97odrsUi0Wy2SyaplGpVKjVanF9YbFY5OLFi+TzeXZ2dmKAFgRBbDii3Et7vV7slNnr9eIaJ8Mw4q+3trZot9sUi8VdjF+SdVFjMBhQq9UYHR1le3ubZrPJ8vJyzHQCMShO9pRT5kG5XI6NjQ1u3LjBwYMHsSyLarWK67pMTExQrVYZHR2Nz0G5lKpjfuSRR5iZmeFLX/oSKysrsVkK3GQ1gJj9MwyDyclJHnnkEZ544omYRRNCxGBjZ2eHfD7/AyyOGipoL5fLu5jLbDbLvffeG9fRqSDRsqyYadvbnqTf71MoFOj3+zGAUkF3p9OJW1cp2aC6/movUUHqxsYGn/vc52JzIyUDVpLgIAgYGxtjfT0yIVYBtzJpUvuqWn+SDq9JBkhdyyR7Wq1WOX36NFJKjh07xuXLl6lWq/Hrk2Ysaui6zo0bN3j++ef55Cc/GQMvdV8VyFSgUZ2rcgZOArfkHFXJAFU7HNe4D8+t0+nErN3a2hqFQgEllVXXNmnGkzwHNZfV/youUee2ubnJ2NjYLUFIsg+nuu5A3OZEnZNKnNzKoVjNn29+85scP36cBx98kMFgQLVajetku90unU4nvsbFYpFLly6xtLSE53mxDF7NDcXM7jWLUdcx+fnJNUANdb3UtV1aWmJjY4Pr16/H/XVzuRylUon5+fnY0VbJnJOg/YdJwJMsn+/7DAYDPv/5z3P58uX4mVJzOvl8qLVQSW0Nw4hbHmWzWUZHR+O19dy5c3G7md0+Gj/Yd3PvSD4jyflTr9cRQsSJEcMw4mff931qtRrNZpNsNkutVsO2bYIgYHNzMzYJK5VKFItFWq3WrvVB9Xn9YeMnGljqpoG0DdrdLplcGl1q+L5k7fp17jl0B+Wuz8b2Np1uFUMEGNJgbvIAm+s7UesDNOq1Dvl8Ec0wEcLDdR1GRorY9jaDbh9ncDNzYRoGdlrDzqTxw4BBr09fhhRSUVZP03VCNMIgJBSSIAwZGRmhm7LpGRHTMugPyGR0hKFFD6xnkc7p9Acder0d8iUP1+vTc3x6gz7ZnE5pxKbTblMqjRLmNbLZHEiTRsNmY70aSSYDCDwX3Xco5TwOHL2b2+/6IOeu1Xnx298kdPsIGape50gZEIaqhxMgJLlclgeOP8DP/MzPUCqVyBYyBGGIqevcefckutDo9HqxhHbvUFmfo0eP0nY8VpaXWVtfZ3pynIX5OWanp0EIvCBgZGSEa9evsb29juMMuP3226lUKuzslAFJOpXGcaI+fa7rY2kGtXqNdqdNr9OmWMhhmTqdVoN6tUxxbBrLNHC9gGajOdwUbVqNGs9//Vk69RqhM0C6LtL3kdzMdPV6XbTEXp5cXNW4+YBrSOkg8bBTFr4X4nm7gVUy8ySlpFwuk0lnaDTq1Ov1XZtH0rhAGQt4viSQkjOnT3Pfg3dx//23oxt6XNOh6zq6pkEYkk6nY3MGKaM2G6ZhUq1WGRuzAQ3bjh5ztXHouk4ggziDbpomDScK+NrtNnYqR6/fZ3SiwE5lh0arGbVxQcQAMF70BAhx8xyiaxASyD4EAQtzM3g+FEfSDLoGgS8whr0jlcOwul7ReZnohoEfuugavPexdyECn263Gy+46XQaw9IjRjAMkEIwvrBIPpdBVLdYXbnIL374UTqrl6muXKE/6OP0+/i+FzFzfgRuQgxanR6VRouBbiA0iW4YBCJFpjTDvv3z2JaGSUhKExRsnRFbx9Sjel4xdID1hY8mA4TrI4OAXrdLp9Zga22FVqPGxsoKtXIZPYDq0Fhkan6R0DCw8jnmDt2Gp2n4oYPfd3B8F8cPCAMIZeRQKYVAMzQEOlGP19ib+WYw5g0IXJdvf/tbvHXmHI4vCWS4a44N6eRdjEWSNVCBiOt5FIslxvJFOs6AyxcuIjWdRx58lOLIOH7g4QQ+AXp0TLvuf9Q2xRBghCFOt0ut3gQrw6DbQcgAwoDa9gbtxg79QYveoI5uhKSNFGkzM3TCbBKGkr6h0e93o3rSMMB1HJpeE2laeF4bUzp4/T7g0O60CIOAymDA+Pj4j9pCfjreZihGsd1ux8BSsVr33HMPvu+zurpKvV4HiBnCjY2NeB40Go3YfVMxR6Ojo6TTaXq93q7A3LbtWIqXDMxVlnwvuAzDkNHR0TjRlASvuq7HQbOSj3a7XdLpNI7j0Ol0aLfbpNPpOHAaHR0FGJYgREnhzc3NXeYniim9++67OXbsGOVymWeffXaXCR4Qg6WkrC6fz/PQQw/xwQ9+kFwuF9evCSGYm5uLn70fJmXTNI3Jycm4XnN7e5tSqUQ+n4+ZxTAMyWazseTQcRwOHjxIo9GgVqsBxI6fSraq63osYW61IoM05bKrajkVwFKmNooxe/rpp9ne3o4ZvSSgUo6uSWdNBaZvvbfeDJRVoKvA/NvtrapH6M7ODuVy+QfugwrQVTJBSRbfeustHnnkEY4cOYKu6/G1V1JWda8VmFDHaBgG9Xo9Zp1UgK0YP3W/lbOxYRixrLbdbpPJZOh2u8zMzLC9vU21Wt11Puoc984DNVeSzOP+/fvp9/uMj4/Hgf9eUyL1Xqrti6oX1nWdD37wg1FMOhjE90Sxdkm2bGwsKnHa3t7m0qVLvP/976dSqbC2tka326XX68UGWuo4AJrNJuVyOT4HdUwzMzMcPnw4BrwqJknKr5PXQs1rBUoHgwGVSoVWq8XKygqbm5HB9c7ODlNTUywsLKDrOul0mtnZ2V1/r57NvYmLvcz43mSKAonPP/88r7/+ejyP1D/FCKrzUY666lor9lIl10ZGRhgZGaHf7/PWW2+haVHLpmw2u2tv3rsG7P3adV3a7XbMOiaTLvV6PXbKVlLwbDYbl2Gp56LT6cRrqGLPDcMYxpQyVgA0Go24nnhqauoHji85fqKBpdQEA6IgZXtji2KxQHF6nEGnjdftoEubfGmCejVFo1xmpjTBxsoOQrNw3R7OoI9lpRj0A9KZFK4T0mm1kb5kZKTAensHzw3iTUAC3UGfRruNHYYEfognJINeH2GkMIWOMAxESETviCjr2+32SKXSuE6XYFhfpGsamUyWbrdHLq2jaTrpTIZWq4yQo4SuhggNPC/AMrNoOnTbLvV6C8fxyGWLZHNput0+pmEx8AMM08DQfCbzc3z4A59BmjP87Zf/hF6zAkHUAkICQtcwhYbwI7YsnbHIZrJMT0+zf99+NjY2IqluPouVziD9AM2wMHSTomVHp3YLej6p9d5/8CC1RpPK5hrXrl5mYrRIJjsCIlp8ZyansC2TQiHNtWvX2NnZieULfpBjc2sTQ4/6ZubzRYQmaDZaFApFKttbFAs5ROjjDRzcQQ/b0Nnc2mRl6Sq6oXO90+H8ufNsbKyzdO0KwaBP6AwQvhs1KxE37brVA5XJZOLgJCnZ2bXg4yN0l4WFUe66627OnblGZadJp9ONMzrJv4Fooen2ely/fp0g2NNnM5ERi+zJBciQIJDsVCp873vf4/bb95HK2TFbqTZMdZxK2tLr90ml00gJ2Wyeft+Jf6ey1FJGjrqmYcZBm+d5ZDJZisUivr+M4zhRBjKr0e518cKAEAiGbq6aSGQPo8nA7ukQIhkMM2Bb3HnXbQgEr79yEU1EBfu6YhvZXbwehhB4Ab4mec+7HuLooYOErktxbDJenAGEZiKCkLRMY6TSFMYnePD4vZw8exY9b3PyzCn6q0vYw16HXt/D6TTxvQGblS1urC2zuP8IvnQojZUot1xk4BIISZjO8O6f+yjvf/fjZERAwQiYyluk9RBTRMy4DH2QAYHv4NYrbK6sUt0u02212SlXKO/UMHSNXqeJ7zgUM2najSYTY2PkS0XWKzuY2Rz7Fg/wje+9zD3338PkdB5v0CKQUSslzbAJvAAF1MTQCTZqnLN745MyArrfe+G7fOlLX2LgegRo8XxLzmGh3WwOn5QUqWAQoO861PptZsIA0w8pr26i6QalXInbj9zB6MQMgSYIAhBy94YnIALegUfotFm9coZWp4MvdHQkhD71WoVOo0K9uokfuAgRAEOAHITomokQBul0ho7TBnHz2QrCEDHQwLTw/Q5+t4F0ArqDLv7QDdP3Pdqt+o+5k/x03Goo9mZ9fZ1SqRRL3BQDND4+zvr6OtVqlcnJSdbX12PTH9X/UQVTnufFtZiTk5NcvXo1ln6q+asah5dKpV2mJUlGKCn36nQ6sWxVBUEKlChAqerBlOOlUpSYphkZo9nRutrtduPaz0KhQC6Xi01aVA0nwNTUFB/72McwTZO///u/p1arxUEmEEso1VCGPzMzMxw5coSdnZ2oZ/LQFRJuJjKTzNKthnpeJyYm6HQ6lMtl1tfXOXToUGyEIkRklDQ3N0c6nY7Bf71ex7Is8vk8m5ubMaOcz+fja1ksFtnc3KRYLCKljGsNNU2j0Wiwvr4e7TO9HidPnmR1dZVLly7FjK4ClSKxt6rejoVCIU4OJnt47gVTUkr279/Pww8/HLuLtlotwjCM1/7k/qmSH2fPno1BgxpqXw2CIE4yqTmyurrKN7/5Tfbv3086nY6VU8n7mGwFo/qbqmSFqrVMyl7VPVIgSQES27YZHR3l4sWLsTNpq9Wi3W7HCYukudDee36r5xJgeXmZhx56CE3TeP7552MAk5Sxqu/hZgLS932efPJJbrvtNjzPi52Ck8yu2h9M0ySdTvPwww9z8uRJTNPk0qVLrK2txXPWcZxY5rq5ucnS0hKHDx/G8zympqbY2dmJ70sqleKjH/0o73rXu+JjUwnvvWBOlerUarXY4Xd7e5utra34vg8GA/L5fGwmNjo6Ght1TU1N8frrr3PHHXfsMhNT9zeZUN0rs907JwFeffVV/uZv/iZu45NsMZNMku0FhSpppD5DOTTPzs4ShmF8PoVCgX379pHP53dJYm+1DiTnsVr71HNXrVapVCqx/Hrvs6BiQhXvqhhQnYea+2qu+r4fS2ez2Sy+78cJxbcbP9HA0rJt9FSK0O9i6SatZhMhAjJenTt7bbSMiW3aFAuzNDca9LshhpFCGCYgyaQLNJsd+v0Ond6AZquO6/SQQUg+XcJKmQT+TUcyGYb4UtLudZkVEfOiazq6aaIbJkLTI6mpBjLUkKHAHbhRUKiBoev4YYA3tODWDQ0rY9Lu1gn9EHegkyuko42pF1ArD2hWHSrrW8wcSVEaKSJIEXghzWaXbDaHnTZptzpYRppC1qJbafH+x3+ZsbF7eObFNzjxxmsw6KMFATIEtIjxuevO+wnDSAYqhkBj3+IC15ausbA4Ryglmm0hDIORfJEeDpmUhq7f3OAi5iO6F3sfgEIhz/6DB9hcW6bT6nDt8mXuuPs4umEqa0hGiiUC6bG2us7Kygqzs7OYlsn6+hozs3PcccddbGxsU2s0CfoD8vkCzUYV3TBJZ7I06nU0K0On3WRjcw3f9UnpOpfPX+CNE2+QzqRpNWrge4jQJ5NOceDoEXL5Iq+89gb+UKqj6dqwfiJ64AaDwQ9k0OJMqx5iYLC4f5wwbOEM6uTzUZNjoZmEMgTpIcRuO20IYvMflaQQqMWLOKjv93pIoSG0qNXNa6++yvvf9wjm4X2khvIhpKTf68WbmqbrCC1yNQ6CSKoaBJHUWxtuGCprORgM0ETEeum6GM5tn+Uby5x88ySOEyBlSOAHFEqj5PLVqHBODN1wJTD0RVHuuNF5gGLDQCBCGzSNXgtOvHIdISRCaOiaFckwh46+ClhGi+VQhqzrPPrYY3zyk5+gYOn43mAYGNmMjJRod9qgpTCMNNLvgqZjWAbZbJrJsQLlwOP0uYuMmRoF3cLrdbGCkJQUDHpdUsLn7juOgJXjwXcep9MVvHHyMtVqhb6EiX0HuOeRR8ln82RFyHRWIyM6eIMerjSwdAN8j9Ub17l+6SLVa1eolisIodNq99goVwiMFIaQjBbyTE2MIXyPqdkZmr0+9a1tpGUxNmLx9LPPoJUm+cDPf4hOu0XodPFlVL/shyF+oLLoOlLTiFo/yiFTq6EqpQWSbqvJ01/7Gu12h0Dq+KEgCKN1K5nx1pDDvyUGlXtZhIHr0Bj0yJVKSHNApVZj+8YyV0slsnaKbCaPkS0QaFpU7xhGR6Fa/XiDHq3KOmbQ4fKFk2xurlEcHaHdbKDJEM8ZYBiSbqc5zE0M60H0yCK4PxggiCTg7X6LIHTiAN80Lfy+j98DL3DoNuqkDZtmb4Dne9QbdQqFApnsTROKn45/2kin09i2HffxU/J913W5++67ESJqQTAxMUGlUolrtVUwroBcp9Oh0+nQbDbj9gOqDlDJR1UQpRixZLB3K2meWkOV5FOtz4o1UfVUqtZQyRFzuRy2beN5HvV6nUqlQrlcZm5ublcNVrPZjGuzut1u3BKkVqvx0Y9+lLGxMc6cOcOrr75Kp9PZ5ShZLBZjWar6mWmaHDx4kPPnz3Po0CHCMGT//v1omha3s1DB3o8zbNtmenqazc3NGGAq1jP5mlKpRLlcZmVlhbm5OQzDYGVlhYWFBQ4dOkS1WqXZbO66XwpINJvNXWyGqiE7e/Ys3//+92MJnWLPstks73znOykUCnzrW9+KgaYCHsk2KwpU791bFZg5cuQIruvSarUoFAq7WM9ksJ0EQ0n5bHKtU8G0ruu0Wq1dn/ed73yHJ598koWFhZhxBGI3ZKWiUfdJAbMgCGJmTwXkipFXx6bOJQxDNjc3ee211+IgXtUaJ9m8JID5UTJIdUz9fp8XXngh/ptkG55kMkYdj4oBfu7nfo5/82/+TVwz3G63sSxrl3NzMvZRKqHx8XF83+fkyZNkMhnS6XTsSKxqRYUQ3HPPPViWxaOPPkq/3+fEiRNx+5SjR4/y7ne/OzY6UgmbZG1fGIbU63WWl5e5ceMGm5ub8f1TIEwIQalUYmpqijAMmZ+fjxlMwzAolUp85StfoVAo8Oijj8Z1kGq/S8pwk2yluhd749ler8cXv/hFarXartKo5HOevGdqviZl1uq9VY2jcqGuVCosLy8zNjYWt7hR11/9TXIkk3Rnz56NXYUV2FPxa7PZjOdGMpEceRVEKhHVEkit86ZpxvW+vu/TbDaxLCvuNVur1WIJ7w8bP9HAcqw0wq//5m/z3//PP8L3HQopi1qvw7g9Qq/f5/z1V1i5dgYz7FLM59HMNIuLB2n3enT6PXQvoCR1NF2n2+9SyKVxTINqtYEnQwzLxDDCm5lSIXADwbVry9x174MITZAu5rDzRXQ7M5SE6WhCEOo6ly4vM2j2saTAEwGWruEMm4GPZjMUixncQgrDCXBbbQzdIAyzBJ4glw44vL+IO5tie2cTzbTYqfQY9ALSqRSePyAMXBpNhyAAS/dIS4f777if2x98L2c36nzhc3+D1drG90Isw2RkZIR9i/tYOHgAM5fBdfpkUjaFXIYgcGk0qtQbDfrXXMzldb7/2hsIQVTsH0r2H9jPPXceYX5ulpSdxTAgMmz5wZoQXYTkcllCzcKVJmvrO2SLK+zbtw8JkZQTwVhxgmNH7+TcuXO4QZTdK+Unsa0ibmiSGZtEzxfp1GpUK1Ump2bpuWtUWwPcXkAxbTLwXUSvgTtwWLpxlYtnTvPo/ffT9Ry+88J1NK/P0SOH+KVf/QTZkRLn3zrLa2+8ifTBC3xCVyKlDoSxS15y4Un+CzGRfoa1G2V+81P34bV0iqOjPP31Cu1eBhGGaKJJGEZMEySct6Q7/F+58YKua/HCZBgmnucThB6B55CybQjhy1/8Gj/7kZ/l4P4FMlZU22daBn4QIoag2E6lcAZeBBgsM2p9InSEkEhungeA53qEQYBpahimoNtrc/LUm6ysrZKy89SqFUZHxvCEyYMPPcQ3nn2Gzc3tqIZYk5HpiyCSgkoIA53ICVYiRLTQRu6jegSSEWiaga6ZGIYZb3phKBEo58fhvDE13v2eR/nN3/wEE+MFNOkhhYXrSTwPfD/azNttiZUyCCwHOWiT0Q3SE2O87wMf4O+f+ip13yW9sIhhuIhBh9bOBma/g9duYKfyZIsT7HR9Nip1rly6QblWwbVGKO2/m4988rc4fNsBNFsjo3dIeX06rQFNT2BqIf2dOt/52rMsXbxCyjbQpEPghITYnFtZw9MNpkYztJp1psdLdFtVRvJ5HNelP+iDadHvdnjl5at0ug6ZsR5vvPYKx48dwQ5BT+nIMMB3vQgUaoIg0NExEJqPDCSG1MFI4zHMqvt9blxeorrTwJMabigiIylCEGE0D6REDk2WCAX6UJ6/G9wPg2Gh47cdbmxucMdth5npd7l67TJbG9cYzWiM5tKMzx9Ft7P4IkCiIQOB63hIL6BT26G8vsTW6nm2Nq9Qq+4gRY9+r48f+Hiuix8EkSttImOcsmxEEK0PnU4bx+kN55zEdaHfH2Ca/pB1svD6A1J2igAPDQedAMu2GHTrLLd2/mU3oH/FI5/P8+lPf5o//MM/jGvMFDvoOA4rKyucO3eOMAwpFovYts3hw4dpt9t0u9147dQ0LTbxME2T7e3tmFVUiQLF9niex4ULF7j99ttjKdteEKLmqJLhqcAtWX83Pj5OoVCIazcVOEoa/ywsLDA5ORn3uVQmPYplVexpsm7pHe94B8eOHaNarfKnf/qnNBqN+P0mJyfZv38/hw8fjgP0TCZDsVjE8zx2dnao1+ucP38ey7J46aWXECJyzZVScujQIQ4ePBjLUPea9+wdydrASqVCNpulVCrFf6PAwP79+zl9+jSe55FOp5mYmIiZt3w+TyqVot1ux302lVS41+vF/Ud7vR6O43DlyhVOnTrFo48+Sq/X41vf+hae53H8+HF++7d/m2KxyBtvvMFzzz0H7DbFqdfrlEolqtXqLmYz+U8xYJcvX+ZTn/oU5XKZycnJWOKqJIZJRkj9bTJJoYa630KIuI5U9c1UwOazn/0sH//4x5mfn4/BpZIFqjo59bfJdWovg65GErzoemQ49uqrr3Lx4sVYsjs2NgbA448/zt///d+zsrKyCwSqcStguVcJpcBilHC7ubfuBTkQgZuf//mf59Of/jT5fD7+fZI9VtJfxbor4JXP5/nwhz/MZz/7WZaXl1lcXCQIghgYKZWTMsxRCY9z586xvr6Obdvcd999fOYzn2F+fj4+V5X0Uexhr9fjueeei5+TZP3/1atXEUIwPj5Oo9FgcnKSZrMZu/UqQNXpdGL31bGxMS5cuBC3SkkyyUkgnwTgSZZX3dPV1dV47VJgMln/qr5XoDXZG3avAk6ZSC0vL3PXXXfR7Xa5ePEi169fJ5vNxn1qk4x5Usar6quXlpZYWlpiZ2cnZhWVfFxJd5NJBqVSUGtyUuKdBJeKZe/3+6TT6V3KAsuyaLfbu3xCbjV+ooGlJgQTIyPcdvg2Nq/fQEulSDmC9dUNVtc38KUPvo/brlNKF9jaqjF2zxQHD5T4zve+TcqyOXTkMEsry5gdjUG3izvwCf2AQi5PfedmhktNGk0K8rkCUkgMy8S2IgaGYd+1uNOaFJQrFcLQR8oAITQCLQr0UprGVLHERGEUJ1+kGhh0PYdMNsf2doW0lSWVtiiVSjhum9LYPlbrN7CsHK2GT78XYtspauU2UrNwnB6GHWBlR/jgE7+C40r++q/+ilp5C80LKGQjKU4qlaLRbLH52gm6zgBN+ExNFCgWUkxMjFIsjnD44AKBL8lmc9y4sYymaWxvRHT75UvnuHD2JO9618Pce88DTE5ORQztLYYuoJjPUSgW6Xe7ZKw0Fy9dwk6lYgcsOQRYoyOjHDp8mEq9QqGQR3gCP3Dp9Xus7+yQSqWp1RoYpkW/51AqjeIOHGYW9hNKiW6ZuL0+q9evc/n0aX71V36Z244e5X/73//vhMGAIwfm+Phv/Q5WcZI3z13kr/76c3GGDKLFbRB6CBHJokqlUpzp3iWX0DWEMUAEWfqdAfMLKX7jt+7Cd7JUKk2+90oVx8sSygKSyCQGbkp3brURqZHJ3rSZD0NJmJDnnj19litLV/n1X/sVHnv0nVimgR/edETsdDrDjUxDM82IRRICHQ0hoxYNyWJ/wVB6I3Wa7d7Qrv1SzAL09A71epWdSoXZqRHm5mbZ3t4Zso4yPi/VaVBo2rDib2goo6k6vnDIRkU1VoZ+c+OLnEwjwKPrAl2HyclJnvjQEzzxcz9DPpOiUEjhDXo43oAgDAkChq7GIZ12h6zU0aSBZQoCN6BUHCWdTnHH0YNcvnKJ9oZLbmwCU2hY2QIYaezsBLZpsFGuc3mjzPJ2nXbfI8xOc8+D7+cjv/5pFg4dIGOE7Eu3KYYdLp45z0uvnSE/tZ/9i6P8/V/8FasXr2EbBoZpABIhNUJMGt0+2XyWQX2bmYlRbB2KuRwDx6XRGqDZNuubZSrNFpVui6ydIVVtsfTWOeamx5gZLWIPpVU35TXKsS8kVAoKw4pMfAIfXJfGdo3Pfe4LNDtdgoiTRBn0CjGcU3GiRIs3O/UZKhhSX/ueT6fZplatslXI0+t1yGZzDBoOviOp7GxTGJ/ENDQkFpp02Fq/zs7WKqaA7fVVKlsbBE4Xp93B1IyYMfA8j07Cac5NZP0NTSfw/WFDboHjDJAaca1okmFVwbWSJKn/TcOIElfuDzc++Ol4+yGEoFAocPvtt7O0tBRf69XV1biFRRiGtFot8vk8W1tbTE1NcezYMZ599llSqRR33nknV69exTTNuN+l53m7DGqSzIqmabEM81ZOkMmh2LJkMKey8GNjY3F7jXK5TKvVIpfLUS6XSaVSpNNpRkdH6fV6FItF1tfXMU0zdnZNpVKUy+U4AMtms4yPj/ORj3wE3/f58z//87htxujoKPPz89He2mjw8ssv0+/3gUgqnM/nmZiYYHx8nKNHj+L7fmxsous6KysrdLtd3nrrLfbt28e73/1uDh48SDabfVtQqYBSPp+PzXdWVlYwTTOu0VIjnU5z9OhRKpVKbBijSj+q1WrcT1SZe4yMjOC6LnNzczFzNRgMWF5e5s033+RTn/oU+/bt4/d+7/dwHIcjR47wb//tvyWXy3Hu3Dn+8A//8Af2VnU9UqkU4+Pj8b27lcxZ0zQ6nQ4zMzP86q/+KhAB5+9973sxK6cSEcCugP7t9tZsNruL8VTHVCgUeOWVVzh37hyf+cxneOyxx+LXqfdULKQCnApEqKA/yUolW4QoBrNSqXDu3Lm4BrjRaFCtVtnc3GR6ejrus6reN3le6vnYe++ToEYpq5I1nkmZp6rz3LdvHx/+8Id58sknY1ZM1dmqz1Ngq9frxZ+t7k8ulyOVSnHs2DEuXLjA+vo609PTsaRSzUfLstje3mZ1dTV2eS4UCrz//e/nd37nd5iZmYlrPQHW19c5ceIEs7OzTE9P82d/9mfxmqFKdVT8pdaaer3O5OQkhmEMe3APaLVa2LbN+vp6LP3OZrO0221OnTrF2NhYPP+TyYnkPU0mw5Jzq91u82d/9mdxjfLesZeEUNc82TJHva8CfrVaLa5Tbbfb5PP5WG5aq9XI5/NxYkxKOfQf2YnX4LW1tTgJZBgGjUYj3lvb7TbArmdFracqqacYb5WMUWBZ3W+lPlEGXGqtTV6vHzZ+ooGlEHB4cYEPve8DnCy9ydLSEukAhJXirdNnyR4+QDo0yRXGyedHmBpfoFgoce78BbqdFj3Hw2m1MWwLA8Hs1Az+qE/aSpPLZklbKXpEVsHqITOlTiGXQ+oawtCxDBMtdsQh7p0WBHJYMKsTaBI/EITCQAiXnKkznstzx5E7sQ8f4vnvv0jb8mm2m6QyabxBgC3DyA01DYYl2JcbIwgLuIM2A8dmp1wDN2J6NN/CGwyYv/cIpcljfPN7J7hw+k2E42BpOvm0Ta/botGs4RMOexUOGCmlKOUN7r/3MDPT04yOTVIolAgDyGbybN52gF6/HzuabW1vYxpRgLi+vkahUMQatlfZO7QQbNPk0OFDnHj1FdK2wNJNzp07Rz6fxzTNKEs6MUEun2d0dJRytUyjWQfPZ3J6DghJ2SkuX76K02px9MhRQLK9tcns3DxauoDbbdNttGjWqlw4eZLf+rVf46FH3sVzL71As9Mkqwt+67d+A3t8lHrf45vPfJNBb6C6h9zMaiJ2NZJWNvCdTmd3NlHo6DKHrQdk7RSaqNDut/nVX76TWvU1zl1u4QZZdKkPkwpvX5Cv4oaIrTSGwXFAKINY5uM4DoZp0m/3efG73+P2o4cpjuSwdA1DiyTa6lh9L4wAGJGrnXSjhU1tPjcXTB9NB89zaTU7DPoemxtlPDdECBfDGFCtldnc3GD//CRHjxzl5BunomP0XdIpO5a+OK7HkAcbBkKRuzDiJhOlFjW1KMUZMBk5ylqWyQc+8F5+5eMfY2HfPG7gQ+DT6bQJXAc/9OkPPAwjkjYGYRi5kgYBgd+l23G5emWTxtYOr756glAPsDIZ8pksAknP89BSBTqBT98JGU+lSI3lqF+r0PRNRhYP8cBjT/LuD/wC0zPz2LrLRCpgSlR5/pvP8Ed//NdsNWHu4DHCoEF9fRPDl0g5wDBNJCor6WDaOnkT7tg3h65p5HJZWp0O61s7BJi0+xXK9QZdxyWwIymw7ocMWh26noNmW7j9QVy3pes6vh+gabslYCECQ4Lmu3Qadb721Ne4cmMFF41ASZJlpFGVJObeUIaezGpLJJq8GZipoMnvO1S3d1icm6Xd7YCUBF2HG9eW6XS6WCmTuYWDNDshjdomVy+fpFlfR+DT7/QghMANETLEdVxCf7d8TW1mKoAAcFwHyzB3OdgpYAk3TWWUM11ScpcM+IDY5v2n4583RkdH+dCHPsTJkye5dOlSDOJPnjzJgQMHMAyD8fFxSqUSs7OzjIyM8Oabb9JqtWKnUxXEzM3NxY6C+XyebDZLo9HYtT4o05295gtS3gABAABJREFUNYd7h7rPKgOvgjqIwEupVOKee+5hcnIy7jPX6XRiozMpZVw/qWka8/PzcdAVBAHb29ux9FOBy3379jE2NsZbb73FyZMnY7fFXC5Hp9OJTdmUQ+bY2BjZbJbjx48zOzvL6Ogo2Ww2ZssOHDgQO+Sq9iFKeqpcGpPmP7c6//n5ec6cORM7z964cYMjR47E5Rwq4B8ZGaFcLlOv1wmCgJmZGSBiPa9cuUKr1eKOO+4AYGNjg4WFBVKpVLz/1Wo1XnvtNT796U9z6NAhzp8/T6PRwDAMfvd3f5dCoYDjODz11FN0u91doEh9reR1pmkyPj4em4okgVkyWaTqv1qtFh/+8Idj45gkcFLvnbz/aiQVOpZlxcGxWntc16XX62GaJq1Wi+eee44777wzTnqoZIUC70kX0aTzcHJfSx6Lkph6nsf6+nocoPd6Pba3t1lbW+PgwYMcO3aM5557Lq7xVK1yVPuZpIpEJWSTQEWth3sBkjoW27b5yEc+wic/+UkmJibi81Dtf9ScVdJeJf9VfhFhGFKr1ajVarzwwgtIKXe1oVGJmF6vh+u6cRLm4sWLuK7L0aNHef/738+TTz7J2NhYDLyEEJw4cYLf//3fp1arcfvtt8e9XtUcV8ZI6tzUmn/w4MGYRW2322xsbCCEiOdq0uhPShnXfyqwp65BMomQfH0SWHa7XZ566inOnz+/C4Al2+LsfTaFEPFashekqhrvXq9HuVxmcXGRdrsd15Nevnw5lqFPT0/jOA6NRoMzZ85QLpeRUsbuuyoRoOaJmnfq81U/YHWciolWcW7ytSoG1TSNdDpNOp2Oe/kqlledi0q4/LDxEw0sAQrpFI+882Fuv/se/vrzf8eN199grFDiwoUrFBpdJqwidn6U4tgINzbWOHXpLaq1CoIw6hGn6fT6HcYnJynminS6PRbn5nFdj3QqhRCtXRPPNi0OHTqEJ0NE4BN4Pq7joAkLw0j2TYsyb4gAw9TxpEC6ITaCubFRLFNndHqOA7cdp903+cqzX2Zmfox2c53UqMT3B/ihO3RnapMt6XScSMpx+533Y9jXaazfoN8bEPQCZkpjPPHej1JuaDz1lacRvkPG1BlJZ9i3b4rRyQnSxTx2LkulvE3Y73L40D7mZ8fxvT6jhSz5tI4lPHTbYqSQIgyKaOYE2WwG04jcOoMQTCsFoTbsPWmh6wlEPRxCgqFpHNi3yKk336DnOuh2ZAKwsrLCkSNHqNVq9PoD5vctsLCwwNLyEtvlTXTp0nX6BLqBZuawrRSh4eD7Uf1Lv+/i+uALE2GmaG9tcfnMOX7rN36D48fvp+cP2CpvoPke2WKBkalZXj57lme//jwX3zyJEQQkl4PIREaL5YLKDlvVEagNWQiBFlgYQjI3l6ZUMgjcHI4rGE3r/G//4d18+R8u8b3XVmk2IPBvuuHBzSzkTYBwU4ahD2U+COKG7zcz5jm0UHDtyhKXryzxjncdxws9ZBAOgUcUWOuaSc/x0M0IpGpEtWuGqcWtGnRdi9uk9Psep9+6xLe++RxLS+uEoUAISRB4SPzIlTMIOXLkCLNzc4yMT5OxNG47fJiLFy+ysbFBp9ul7zk4rovvS4TU0Q0dw7jZ6yg6Nj1+PtRiblomd911Nx/9pQ9z6PA+sjmLIOxFfey6Ab4HnufTG/TQDSt+P03TkEFI4Ps4ckAvkPzpf/sTlpe2mD14kEP33cljj3yAjBT4nQpXr17lhRdfZ2unjcTigQfuo9dzsMcP8cg7j3Dfu9/D4aN3k0nlsbUAr75K2tI4dfK7/Nl//yvWKl3aA0HtzJtoIiBnWlhoCF0ndH0soaMLiSVCSpbBaEqQtgzMdJbljW3afY9m2yUMHLqOS6vv4iEoWRmsEPRCmsLcJFNTU+hAfxj83iqwjDcyL5Idu+0mn/2bv+Zbz71IP4h6agZhgAAiQ5zdc06NZPChJqOWeF0krw0Ig6h9x+jkJH6nzfbGGhe2t5huzpFPp3AaFfrtFlvlDZqdBl7gEEqPIIjqfKUUaJYFjsDzbgYwKlueTqdjExXHcUDTCcTNZtFCCEzbwg/8+GfJWiZ1boqFUQHhj5NV/en44cOyLA4ePMj8/DzPPPMMr7/+OoVCgXPnzsUMWCaTYXx8nKWlJV5//fW4OXrcH7fXY3JyklKpRKfTYd++fbESQwFVBSQzmQwHDx6MmZ+kGctekNlqtZBSxqBBuRnv27cPwzAYGxtjbm6Ohx9+mC9/+cscOHCAcrkcB1bKTEO1PlEyyfvuu49UKsX6+jrdbhfHcZibm+MXfuEXGAwGfO5zn8MfMur5fJ7FxUUmJydjw5+NjQ0cx+HYsWPMzMzgum7M5ACx83exWGR0dDQGkA899FDMEALxdblVvZf6XvUDVYGlkrROTEzQ7XbxPI9iscj4+DjLy8usrq7GwbJiJZRTrqotVcGkuubtdpuTJ0/yO7/zO+zfv58gCGLpnTqHM2fO8NWvfpUXX3zxB5655PqlwEq73aZQKJDP5ymXyz8g2VtcXIwlweoc/sN/+A88++yzcaJAvZ/6jB/cW2/2/1TSQzWn1N6qHHABTp8+zcWLF3nooYd21XKqBIO6zirITspdk20i1N85jsOpU6d4+umn4/6S6vyllLEi6s4774yfMdu2OXr0KOfPn+fKlSvx/VD1gcnPUyBA/UyBMHV+hmHw0EMP8clPfpLFxcW4RlQl49SzpUyIkgoCtT+refFf/st/idvy3HvvvbznPe+Jn51z587x3e9+l7W1NXRd55FHHqHX6zE1NcXDDz/M+9//fg4cOBDPc1U3e/XqVf7oj/6ItbU1+v0+3//+94Gb7LLqn6hkyYZhkMlkyGQysepAGdeoa6mYSyll7NqbTqeZnp6Ov0+Cyr1zJXkPFfj+q7/6K55++uk4KZE0OErO9eR7JYGnihv3GjOpRIcyOOp2u6ytrbG1tRUzlsrkaXV1lUajsYs9TCZlVZJ/796qZP2pVCqWCau/V8eq1k91XVSLneR5KYIjuR7962YsAV0IpK5hWjZ33nsvJ777YtQkOwhZuXCZqfEZxg7MUBydwGzsUO82aHVraF7A6Ng4oevj9h163S5u36Hd7qAJg2azhWkZCE3smnClfC5qIRIKDBlpws1MAU0ocBVNsCAM2dnewnP7+EFA6IcYUsM2TcZKeYSl0x041DYrPPzAuwh0jddPfYdMJo8mqmTyOkLLkk6lsDsabtglcEM0TfDGyVcIg5BURhAGGqbUeOydjzE+fYQ/+cLX2VjfJEVA1jQZKWZ53/sfZWx6Amno1Dtt9i2OkzcN0imbwPPwEAx6DmFQI5fLky+UsGyD0bHS0JXWwLJMOu02mVyRtG2j6RZBAI7rIjQjbtchiB7eTquFnc2RTtns37+fpasXWZyexRk41Os1QDIzM8MbJ0/hhz6ZXJp2q0m/16aytYIXQKE0TmE0hZSC4w8cp1zewXN9Dt92FGHaLK2sMJHPsLm2yic+/jHuv+8uPDza3SbV8hZG4HNgcT//8My3+MI/fpXaTg3d9dER+OzOamqaiIFelCHT8P2QTCbN1NQ09XqN/qCPEA6a6fDkhx/AsGqEnsSwcmimJJfv8tFfPMiDDx3hD//wRRp1l0BE76uhoxvRfPJ9n8APQCgrcGNoIOQOZaaSwPcINQ1D1+n3euQyBfzQY3NzC4EWmaQMzVIQ2pA11jDCYVfN4eboBQFS6DGrFoREckoEZ966yBc+/1UqO/VdWVF1LbKZNO1Oh8XZGf7sL/6CAEFKFxiaxiuvvMKLL7zA2voqfb/D/PwkmxsbXL26huu52FYOO5XGDwL0oamVDCP2LJ1OMTc7y8FDB/n5X3iSsbEshhHge3263ZBUOk0YBvR6fYTQcQYe6ayFJiCUAbqmEYQQBB6B1+elF1/m7FtncV2b+btG2e5rvP+exxCuRB/UKc4dwxw9zFtvncd1A6aO3EW+MMr45BxTB27DGi1hahq2gOryFfJBmWxY5I8++yXKVYe+rxMQoAUO6CaBD76Q+IEHhoahQVrTGMkYHJoaZ3ZkFM2wOH/pGh0PhGkjTJu+06XR6RIKQcpOkUGnkLYxJ0e5+6F3Mp4v4rXqu6SAN7PTAj8ctjHQDGwk0hvw7W98gxdeepEBEaj0wwhwE97C0Vh9nUirJH8/1C0TBpF8WghBs15na32DA/sXyY+O0GtWaPQG1OtNNja3WZwsYLtV9EGdfrNGxw8JJFimQRAG+EGIZWuYKZtGq0Wv1x+6tkafoVYN1/VwHBcxrPGIpNM6kii5IIQg8EPE0DANojna70f1e47roVxlBwMfXb/JIvx0/PNGUnFw991389xzz8XB0qVLl2Jr//HxcTY2Nmg0GnGQp4w+FOsVtY9poWlRKw/FNiYDr7GxsV21X4oV3DukjGosVYN2xQyoRuimacY1XwcPHuSXf/mXeeWVV8jlcrEUF6IgttlsxoG7EIJXXnklZnpUrdHjjz/O2NgYX/7yl2PZogKHSSZGAWfLsuK/F0LEYC2bzcbN53O53C4HRlXflHQaVddm77kr9sUwDObn57lx4wZTU1NxbejExATFYpGlpSXCMMSyLGq1WszuqPujav0eeOCBuIfn0aNHMQwjbuNx/fp1fv3Xf52FhYUYbKiWMocOHeLpp5/mb/7mb9jY2IjPN7mXwE1wmZQ3+75PPp9n//7IhV6ZNjmOwwc/+MEY3Kp+n5Zl8cQTT3D8+HH+4A/+gGazuQsAK6ClnITVtVKMXlK9oI5TAedSqYTv+6ytrfHwww/vYkCT56FAf7IeUQ0FzBTYPXPmzC7JtHqW1HtlMhlarRYLCwt88Ytf3JVIPHXqFF//+tdZWVmh0+mwuLjI6uoqZ86ciVn/TCYTJ1OSstx8Ps+hQ4c4fPgwH/vYx2JXZCV5VWyrSka4rhsbKyUJFAU2XnzxRV577TXCMIzrAQ8fPhyD5JmZGaampjhx4gSe53H77bczNjbG9PQ0MzMzcQJJ07RYQp/P5/nLv/xLdnZ2doElVd8H7GrTYds2uVyOubm5KPmq61y4cCEG+kqurer+stkspmmSyWQYGRnhHe94B9lsNmbNk8+YusdJ+bOaI9/97nf51re+tQvMJR2gbzWSRIKanzdjShG/j67rlMtlNjY2OHDgAKOjozQajdidenV1ldnZ2dhhW/ULVWBS3R/lat1oNOj1esO91d91HKq3rZXYW9V8TaqH1DOh5kC32yWfz8d1yYrlTDL0bzd+ooEliKjtgAzwfYd2q4GHwVa9yXjaJJ+yafXqGDXJ66+VMbIpRtI5qr7OIJQUpmYpb0WBuiNhY2sNQ9cZOE5kHuH0QNMIfBdNCgIhKGQNUpbNQM9jCw83DOn7A7JhCqlZ3JQ3ghm6hM6AvicJvQGmYTFaKhDig2UxaDksvfUq7xwv8tj97yBwHd48/TKDQYdWs0omZ9Dv9xAY9B1JKpWnmAvwvCbpQpobS00CB+4ayfPoY49yqebyneefwQgHZAzBvukxPvyRJ5k8OBdT5sVUBtOMFtso0DcwjDS9doNQCKZKkzhhQMf3sM00wvfY3toZZhBNRBgiAw80A4SB0A02d+pIPDIZC103abX6XL9+jWw2zcGDB9m/MMvS5Qs0GnUeuP/+IaUfUioVGR0d59KFy0xNj6AFHs1KGUIX4QVcOPU6P/MLR7jcWmVne4fl5RXmFvYRSAMZgCZDblw5y20Hprn77iME0sX1enTrZfxek6mpEj/zsx/k//yLzzKoNNFdGbVq0CLjmeSQoUA3jCF7qaMJEyFMgjDq8zk9M4NpGdxYWqZQCLjz2BS9zhJBkMG2bNrtPlLq2CmDyTGf++6a4tXXN/GkgaGHmKSRmrE7ayQkUnpYlk0YelEbiCBEEEkfg8BFYBAGkl6/g2YIrl+9htPtk86mEMjIvMdxY12tbhgQBAhNA12CJpCajhtINBli6BHIW75xgy984X9EkmqpE4Qeuh45s3qejzNwqWxtcEk3qNQ6HH/0cQwb9EASuj6PPPYYBw4c5PrSEk995X+wOJniNz72syyvNXj5+0tcXapTrTcRWuQoq2lQGhtlanKcsVKBerXChfOneOx9j1AsBIjAQ2oWvi+o0ySVSpPNlPD9gHxBR9MkofSRMiSUAaGI3Gw11+W5Z79NuxYtfi+/8hrHSx+m1fAojU8gU2Pksgd5aPpe7npXCyElejqLEQdxOmiCUApSmsOB6TR3Tt/OyW8/w/J2n66vg/AwhUD6WiQv1QPQIBA+QhjoRoaZQob7Ds4xkc/hDFyW1rYJpEEmmyLwerS7HcqNPk7okEmnSWsehuchxnLk5meZH5slHLqaws2aFxWMhISEuFE30VAQOE1eefkV/sdTX6UTgCdBBj5aEBKGN92a1Xslg6W9QauUEhQgZRgISolmSLQwZPnyVXB9DiwuohkFcjlwNEl10KfpQcrVsTBICYFvmjS7DgR+1DZE15FOQC5fIBiN6qUsK42mOUip4XkhnufHMqMwlKTTNqGAnhsFgyKI6ktdNxhKpHQ010c3JJrhgebgeX1830WIoaOuD7r2E769/f95JLP37XYbKaP+aLlcjkwmQ7vdplwu853vfCcGWiqQnpqaYnNzM+5LqdwaVeZcOX2qHnpKgqWApKpHUkHYrY5LAUvV2mRiYiKuAxoMBly7do27776bAwcO4Ps+r732GpVKhUajQTabpVKpxNn+dDpNPp+PM/3Xr1/H8zz27dvHe9/7XprNJs8++yxBELWzmZ2d5eMf/3jcz8113binZjJoVcyLsupPBmeqRlUF37Bb1qlYIQWQlARte3sb27aZmJhgYmKCpaUlWq0WR44ciQ2FbNumUCiwvLzM6OgoYRhSqVRidveVV17hV3/1V7ly5Qq1Wo1r167FBicKOF28eJHbbruNubm5+Pnsdrt0Oh2mp6f58Ic/zH/9r/+VnZ2dXfLMvexhkllJyjfVaw4fPoxt25w+fZpCocCdd95Ju92OGSfFUKo59o53vIOXXnopZg1VqxXTNHexSopZTgLNJBOpAIWai1euXGEwGJBKpX5AWqjuQZJJVsev2CN1Tuvr6/zpn/4p6+vr8e+V7FKZIW1ubmIYBpVKhXvuuSd+zzAMeeCBB9i3bx/Xr1/nb//2b5mYmOBXfuVXWF5e5rXXXuPatWtsbW3tkhDPzMzE7sbVapU333yTD33oQ7sMW9RzrJjqIAgoFAq77rkCJOrZe+aZZ2K30eeffz5m7pVrcjabZWxsjIceegggri9MAhR1jKVSiUKhwNmzZymXyzHYT8rQ1b6kZJxKfXDkyBFGR0dj2biUMu5L2mq1KJfLcd2sUnHZts3U1FRsQpX0E0h6Z6jzVufuOA4nT57ks5/9LIPBYJd89laJ2r1mUkoNkXydYhGTtcRhGHLhwgU8z+PgwYPxMxsEQdxKRclnVVJDSc0Vi+v7PoVCgTAM2dnZiSXsav4rkKmOX9VtqmufTOKFYRiznMn1aDAYxOZVqg+qOp63G/8Kdt6hA1oqxeTkBDOLC1x/4zUMVyOdTmHbKZy+g2EaSKmxvBK1sgiAarVKt9uj2+4gCDFNAZoOmoZuWfh+tKAFMjLC0EOwDYNQhGiGhgwD0nYG0xy6YibkoKGUeF7U5D0IPJABtm2STqfwgwDHdaNNumCxvXmD2dvu5p0PPESz0eTV1y4xMjaJkA6B1wUR0mq2yWRMAs9hYqxAJlvgwtktstLi2O0PMD57kGf+8SX8bp/J0TGypuD4ux5icn4Wz/PjTAVo0TVxol48pdIIAKmsjWEIDNvCkuB3+2BAu9OLXeRs28ZO22i6HvUuRMP1PK5euUy7U6fZrjI5Mc3c7H6azQYrKzfY3t6OF4BKZYfNzU3uvvvueOE5dOggm5vrXL++zML8fm7cuEGgO2i6R7PRYGtzlUzaZLta5a777sO0I4C2uraGFngsXTzPJ578Xwn8AWiSwOmRMgXvefwRHnnoQfKlSZqNRlTLpunDXox7ax13G5qozc8yLeSQAfQ8j3c//m7cbsjWyjnWrvcZmbTpdB0MQ2DbGRqNJoYGW1s1jt42z+UrbZwwjZQu+AaSmxICTdPQDS12SVULW3KBBXBdB10zcN0+aTPNlctXWFle5bbbD4OQ6EJDH8pz1AKngIKmaZGxTmKD9IMAf+Dw1aee5vr1FZBGVI6XKBCWUtLrden3szRbbbxAY3Vtg4OHFwlDhyAMSGcy7Nu/n6nJKebn5qlVLrCzvcrrr1wjCDMsHhjng08cRhOwvLIC6GiaQcq2cPodrly5wuLiPvq1OsGIhjQ9REonCDz6lQrZbI5spkAwbLehaRIpo2sShiGeH0Dgs7a8xsrKGl4gSKez+JbJpz71G6S0NEIOjYIsE9syyGRSCBkSCHGTs5MhUgYYusb0aIoxax69vcG18+dxHJdQSmQ4bLMy5JN9GSDCqL45pRvsnxnn3sOL5LWAdrfL9ZUNHD1FplDAC0Pq9Q7lnSqhlhre6wDflxiZLEYmy+zCLKmUie/0COXNflSapkWfpw3nqAQr1JB+yAsvfZ+/+uu/odHp44QagRQQyl2bZxiGoP2gjXpy01DzPzl/kq9xHQfPdbm+tER5e5vx8QlypQI2IZ1Gi5WVdaZscEJBEA5dGaXEcyOAPBgMoo3RstGEFtuZq2bOyaBNSXEymVScCIueRW3IoGoIQRw49PsumayO6zrDzK1Nq9lCygDLSu0yEfnp+OcNFUyMjo6yuLjIm2++ie/7pNPpWGKVyUS1z9evX2d+fj4OcjqdTgwQ1Hqv1tZkT0L1O1VrqxgYBUZuVceU7I8pZeTMqlhAx3Go1+txO4Tx8XEOHjxIq9Xi61//+q4+jUEQ0Gw2KRQKeJ4XN4M/e/Ystm1z7733MjY2xre+9S263S7T09NYlsW73/1uJicnd4FfJS1T804xo6puMNlaQQHj5DnvNSvyfZ/NzU263S6tVouxsTEmJydj5rFWq5HJZHAch0qlwvj4eNx2RAgRt4JZW1vjwIEDXLlyJf7ser3O1tYWmUyGcrnMAw88EEvptra2CMOolcETTzyxC2zous773vc+Hn30UQqFwq462bcbyRpaZTSjpJlJllJJK1dXV0mlUnGrl0wmM0xIWWxsbHD48GHOnz8fXyO1f+6VqKq2Dck9NSkFVEkO1Yrm1KlTrK6ucvjw4V3HndxXk+A0yW6pNdtxHD73uc9x/vz5Xeusuj5BENBqtej3+3GNaaVSidtmqLms5Jvz8/NsbGyws7PDiRMnEEJw9OhRfvEXfxEhBDdu3NiVmOl2u7z55pvccccd1Ov1uE+pqrVrNptxDV2SoUyeowIh6+vrnD9/Hs/zKJVK2LbNb/3Wb8XzWP2tYs32PqPJNSSVSsW9JM+dOxfX0CdBmbqWati2zeLiIseOHYvNtW7cuIGmaeTzeYIgoFKpxDWWqn5RJXlSqRQHDhyI+3/LPXvr3mNVa82JEyf4oz/6I+r1+i5n46TRUbJ+MjmSUlj1nsl9Va2Fav4NBgMuXLjA1tYWk5OTFIvFeE26du0auVwuBodqfqi1s9/vx9derS/9fj/us7l3b1WlJ8m9VV0zdVzqeVAlAkpKq0y+FGOuPuPtxo/XOOn/wkNNFtuyWdy3n4m5Gcamp+gN+vT6fUI/wOs5pKwUuVweX8L69jaNRoOt7W16vS62ZeF6HuVqjc7AwbDTVGoNAqW116PF3vAlU+NjCFOACNE0SdqKegXuZcd1TdAfdIf1bRrj46NMTExED/hw8ne6XZwgoFoto/kDClaaxx56L/sX7sXt56nvhFhGgcAPmZ2aYXJsjOmJMUxdsr6+jK6B5TscvO0euqFNo1bhySeeIAwCavUaa5vr9Pp9CvkRxsenSafymGaKZrMdN4JW2nU7nSKdy9Lr9+m2O/Q7PdLDDGEmkyGXy0UsShjSdwY4nku1WefVE6/xxonX6LYbzM9MsXz9KqfeeB1/uIFtbW1x4cKFuLhb2SpDtOBmsxnuvOtOkBpIg0MHj1Ft9nE8SSpl8+J3vkV5a5WDR44yNj1Dfmycvu8zOTXBmde+z6GFWbIpHSFdpNdHuAOk71AqZhkdL9J3enS6nfi+JLNOkHjYE4tEHAQIAcOHc2R0lA+8//3sW5gAP+Dk68s0ajp+kKfZdPFdnV7Hp17vUciPks+FpFManh/gBeDLiEVKWmszBJpqA0xKGBRjFYYhfuAhpY/nRVLtZ575Jp12P94k1YKgFhh1Xup/FaTJYcD/5skznH7rIr4nCUNJEOyuG1CSj6i3p8n62iaf/7sv4Xta3Pc0eu8oQzm3eIDjD74HTZvi8uVtzpzd4OLSGvfffz/FrM2Na5e5cvUK5y9coNfrUt7eRgjBwf37eP3738PtdQkDHykjB2XXdYcmGFGvzlQqha4nwbMk8B2k7/Hs09+k0xmQLmQpTYwyOjFOKpWhkCtgoA1vYdQKxbQ0UimTfNqkmLEpZW1G8mlG8mnmRy1GUxIrdBh0O2xvbN6s89OSPfTAkyGODNCEoGjbHJweJaUF9Lod1rfKFCZnyUxM4cmAer1KrdHCDW5mBX1vaElvpwnNFEeO3IYufPzAQzNuBiAQ9b4VuoEQOroncJo9Xnj+Rf7ir/+OaquPNwRzMgiR8mZw9XZynaS88VbraPLnKtHheR6dTodKvYaRT7NwcD+5TJaMblLdqdPwoBdqSM3CdQICL4gDBxUs9/sDBoN+/LN4PfFv9qGL2AdzV0ZZsUAqY6pqdSzbxkwYVnieT6PeotsdDIMBH8kPNxj46fjxhq7rTExMsLCwwNTUFP1+n16vF9c1pdPpOGu+sbFBvV6PAZGq6dra2oodTFUvODUX1LM1OTm5K1h7O8mVkmkp58jZ2VkWFxexbTsO7pVUUtVcmabJXXfdxR133IGUUY2bYm3m5uaYnIxqnDVNY2VlJQa39957L2EYsr29zUc+8hGCIKBarXLjxg0Gg0Hc5sO27dh8R10TVftmWRapVCqWtal6KGWuo4JyNe/Vdb127RonTpyg3W4zOTnJ8vIyFy5ciIPdnZ0drly5EkuNl5aWYudKdc4HDhyIr9mdd94Z12qlUim+9rWvsbKywuHDhxkZGSGfz6N6LL744otxUJ5kdBRjq1o8JNsOJBOiyXu1t2ZL1QOqZ3dycpIPfehD7N+/nzAMOXXqFJ1OB13X4z6h/X6fer3O6OhoXGOnZJTqM/dKAMMwjK9x0glUrTtq/1RzptFo8OUvfzme23vrGpN76142VgX8J06c4NVXX93FFCVfq9p5KGni2toaf/u3f/sDAEsldKamprjvvvvIZrNcuHCBt956i4sXL/Kud72LfD7PpUuXOH/+PG+99RadToft7W0ADhw4wPPPPx/LsNX9U8yZUgokYwa1Z6hr+qUvfYl2u02xWGR6eprZ2dmY7UzGF8Cu62SaZiwHV69Xtame57G6urrL0TkJwFXsoes6hUIhbk3S7XbZ2NhgcnKSsbExfN+nWq1SrVbj+miVVJJSxmynShIkgWCyNjf5+YPBgJdffpk//uM/plKpxHNkL1uZvFd7kw2GYcTPTPL3e/dWdZ6u61Kv11lfXyeTyXDo0KG4JntnZyc2jtJ1PTaqU0ymWh8VmFQgUpUT7N1bVUJA/Vzdl717q23bu8yg1DGq5yLJ7r7d+FcBLFXNkGEaDKRPz3cZuC5Of0Cr3mTQcQh9yU6ljpXOsLK2HoMJwzCoVCs4jkv2/8fenwZJcp1nuuBzjrvHHpF7ZlVWZe0F1AZUYd8BAgTFfQG1US2p1a2rVs/V9Dpm02bTf6Z/3PnR3XanbUZqSS2Z1JIoUWyKFEVxBQhiI/alsBSqUKiqzKrc94yIjM3Dl3Pmh8c56ZkAQc69V9OUTbtZVmVmZHi4Hz/nfMv7fu9XqlAsVXC9DJlcAUe6qCgm7m2sMowZ7h9AiRjhQFJsFeAAcocyaqxigqCD0hHFUoFypWizKX63azfXSGfotAL8Rh1Hh4wNDfFrv/xbfPzhX6KQGyfoSlzHw0XSabUZHOhjYnyUgwd3c8+9Jzg0XmD/oaNcml6l0djktbfeYHV9nXqtzsyVKYg0Yahot/wE/REuxWLJNket1+uJklZtE7ohjXodL5dBuYJmp21lpuM4TuoD4wjhOOBILly8yLe++x20jonDLs3NGsVchmajRqezJVltsqS1Wp1Op8P58+e5cuVKr+9OxPjucfbvP4hWLgcPXs+eiSNIJ4PrOPSVctxwwzH2HzmC9jI4+Ty7J/axtrbB8sw17r39Foo5FxX7hH6LyG8SdpqouIvrJhRSs7BhOz1nG2UnJaRjNlutFEJAHEfs3buXsbERPvzwSU7esIu5uXnaHUk3dHDdjM0eR1FMGHYp5BTDA2V0rIm1JGZLDTV9DenrMpklc21mAas4QumAKArQGpYWV1lbXbcGNV2nYDawnX2tzGesrq3xzW9+l2q10eu7KtAo4pQ4SkK/yOB3O5w9+zrLK2ssLKzQaPgJLr/DsCIVsZa8dvYSmw2BH7pkSgPs27+f2toyrc06Xd8HrRkeGbGc/bfPv01EhCbG1Qp8n6jdxnFkL2CWdiwcR6YQDAg6bVYWF3nzjbdxMllKfWU2NjfAdZCeiysdPCFxHZEkdzIOpq2JKxQuEY6OkCokKxXlTIyMmjjKZ212hrVe1n6b0e3NESUFsdBkXI8Du3ZRdGKU36SvUmbPxAFq7S6+dPjwR3+Ge++7lzDWhPFWfUWskqA00IJ8/yADgxWioIMQGi22GwIpJVJLRFfRWt/ki3/y5/z+H/0xK/UGgZZEOkFRlX5/I2ieZ3q+G9TIzI20cTRf6fNYw+i6NKMunaDL4MAgA8Uyzc02k0trtJXEyeRQkUIKaZstm7UURRFhzyE2wWq65sTURnneVs84YzQ7nY5NdFiRgW63Z2h7AbjrEscCSOZ+JusixAcbv/9xfPCRTk6Yfdz0i/N93zobURSxurpKPp+3PfmMk7m8vEyn07GBi0GrjAqmeZ6m7i+NKqQz/Tuvy9RF9vf3Mzg4aJ1Ko1JpDkOXhaSu7TOf+Qyf+9zn6O/vt3Qy47ia1iEHDhzg/vvvZ2Jign379rG8vMzm5iavvvoqi4uLrKysMDk5aa87jb4XCgXbA84gtsYhMyqkBqUzzm8auTf3Oz8/zze+8Q1Ln2w0GhaBNVQ3Q43VWvfYVy0mJydtvaTW2tamARw5coRDhw7ZurRyucxNN93E+Pi43W9MO5Dp6WnuueeelFp5tG0NCiGsg/tBtjUdjDmOYwNugyxGUcTExAQDAwM89NBD3HTTTVy9etU+X9d1WV1dtWiXGbddu3Zts1fm+/QcSX+2qUvbaVvT+4/Wmvn5eTY2NrYFq+ngNY2+pm2rlJJqtcrXvvY1S7GGrSAtjXxls1larRbPPvssc3NzVvBp51xP38/LL79sKdUDAwPs3r2b5eVl+9whScwY2/r6669vswNGgMVQc9N2Lc0oMGtmdXWVF154gUwmw9DQEMvLyzYIM35SOklpft55/WkartaajY0NlpaWtlHc04GeeZ9BK019bF9fH/v377e9ZT/3uc/x4Q9/2M5HI8iVph339/fbumpzGNuavmalFK1Wiz/+4z/mP/yH/2AR+3SgbRIT6XmWnkfm2Rk/bicimv7aScs1PqcJEIeGhujr66PRaDA3N2frT81zM3Y1bVvNejeCQO9vWz1LxzXr1yS60nux+dmMW7rtiwmcf9zx954KqxIeH34UcnFyioKU5LMeqpgl6HRRgSCX9djVP8Ri3KYVd7ntlpuJien4ISOVCq6SyGyWm+64jddff42NjXVy2SzCaRHHAUoLIqVxdMT4+C6UIxFExDoGkaA4rnC2tRvphgHddpt8Jo8YcJIaxlCSyQhiGVIq9yGEQxA5VOsdVpcWOVAZIJJZ8pkiN914B41mne/+4M/Rjo83UKDrdwmCCOUEOF5MMSPYd2w/fZUBWtkhqht1pmenCZoNsirClZJiLocQCe1SAFEcocIIemhOMpliwo6PymcZ6hsgXygSRCG5QgG/RxdSWvVqEF00ksXVNf72299ifn4Wuh2uTl4g8JscPHSUvr4ROp0OXm8xQCIm02q1caRDvlDgypUrzM8vUCr3cerkSQ4cOMDGRpVKXz+nTp7myaV5Yq3IZhyGhwbo+B1iLYiDAITDD5/+AaWsy2B/HyqOCMOAMPARYRcI0SiETPr76B7KBRopZFKjp/S2vqO9qAG3t2iVUiASWsDg4BA3nTlDvpBn4vAoh4/vY21xFldm8dtNZB600CityWQztFodOh1J30AfQrbo6W0Sq8gmQbRO5q0ULkEQEoaJYVHKZF3Tm5FKzh9GuMJlcWGBl158meGRn+llD8HvdJIaWAGB7+Pk80m9pRS4jksYRKysrPEXX/wS09dmSUpMhR2XrWAiRggPz3Oo12oEkcPQ8CCf+PjHmJma4uTxfTiiR/FAoLUiVhHNzSYXLlxB46KlYP/hI5SLeeZnZ3GcDBES7TgcPnqE9YVp1pbm6AQBgdZ0lSZPjAh8POESioSaKnpBFgIcRyKlg5QRcRSg4hjP8chlc2xstvFDn0bH50D/IJ7jonQMOtkfpACtBQpNDDgkyKMSoOOAgufgxAGOiBL6ebdNGGmQMkGsY5VQVBEgBUJKXAQTY0Ncv2+cHG0W5mapFjqsbPqUxvbwkU99gt2VMl//yl/R6HQIcZAi6fcphcTL5GiHEXsOHqKYz6O6CZoXRxFKK6SbIdLgKIWrQ+KOzze+/jc8/tQzbGrAyZM0dxGgBSreqqPYOrSlXycGLJntJvOZOAHbM6vGadRa95Rle46TEEghWFlcIitdbr7xDJVsntX1ddbXmgRNj0PjYxTyXVS7SSST3plSCpSK0Rqk0AgUnVaLWCX9JmEL1cxmM3heUleeCFwZJN1QYJP/oyhIKhYckdBkY4VGoWKd6n8Gcfw/Asv/I444jllaWrJBoVESBWwd0+bmJr7vc/vtt1vnZGBgwDpCd999Ny+//LLtnWgC1TRlbN++fdsSHbA9QEhfT7vdplgs2v6RBp1yHIe+vj7rzDabTSsWBEkCYt++fXz4wx/ma1/7mkUPTfLCOJ65XI5jx47ZxOrGxoZtzQFYquX7IRE7EapuL5FcKiUJ3TiOrZDG1trcClJarRZf//rXmZmZodvtWsbPddddx/DwsL1mM3amJsswAebm5iz1cPfu3YyOjtpenrfddhvf+MY3LKozMDBgA2ODZJg+pKbvn3FW08kmIYQVajKHqZXbmUA1wcVO0ZkgCBgfH+fOO+8km01E/o4dO8bCwgKe59Fut5O2Wb0xMgFZGIYMDg5uC8Z3OvwGDTcoMbBtvNNJs3Ty7MqVKzz11FM88sgjtgTIUJYBSw00c9IwjdbW1vgv/+W/cOHChW33DtsVuE3CbXl5mTiOGRoa4ud+7udYXFxkYmLiPUlbpZRNxpv7PXLkCLlcjpmZGVtfKqXk5MmTLCwsMDk5uQ11TdOtzXNKX5cJGE3CxiRcCoWCbd+xubnJ4ODge96bDn63JZvZEk9Kj7GZR+YzzXPYGbDu37+fgwcPorVmdnaWer1OvV5ndHSUz372s1QqFf70T//UMhLSc82wJI4ePWrXW/qZp+/BBGBf/epX+du//VubuNhJdd6ZsE0/n/TP220r2+ab2VsMNdokWExQPz8/TyaT4dZbb6VYLLK6usrm5qYVcCoWi1bROZ2ASyemzHNPK/KbtWfWVDpZYu7TjHs68DRJJfOV7i2apiy/3/H3O7DUoKRGxzFBFPPkiy9x4TvfIefG9A2UWGo1iUJNpgPd5TUOnj7K1Vem0ZuCw7fdgsg2aMzMELS6nDp1E8sbm2y2fDKZLIIkgBMyIhPmCGREKQ+je3YTSQ+PiAiHGBfdjchmQTjSBpeZTIbxwVGykUNhqMjrzz+NG8eU3Zi85zG2Zz99/QO0hWBxY5PhhUX2HTwIToWsFGiR4a7bP8RKbYmX3nyM9UYL7WvKRY9MVhJ4LZqNKvsP3kfWyzOQq1CttlDNJiKIiIUikhpfdyklgByu50GU1O0J4RLHIa7rEccBw6Mj9JWLljoSRRG5bBaFxCPhc2sBWekRaodssZ8ghmatxkynQ86TxN0WY2Mt+od343e7yBQ1AiEQjkO1XqdYLuNlsnS6AZcuXWZ0ZJg4jhkdGWR+YYFitsD1x44zNXWRsb5+cpksm9UNAlyK5QqrCzPMXbnAkYEMIyODSbCsQrSK0CjcrIMKNVoJNusNhFAINI4EVBLaGfqyFDL5khLpOEkwrDVCSuIoxnFdTpw4wakbbiCONfuO3Mev/uYZsjpiY+Uc62tv4ysHhEehUMaRLj944oe8c7nK/HwVR4BQGdAiCXf1Vl1D0pYjg5dJHOz65gaOI3oiNWYzTsIHVDKvhNYQdZm6cpVIeYRRjCtjsp6DjiKkFJTzWZSKkFr0SuwEWkqa1RaLM6tEQYiQhjqZDioUQmrCSJHNOVSrHULloAi5/77bcHRAHIU4vc1F9YJjEWsmL09Tq7WJhUJkNXfecwfXJt/l3SvThCoJgkQhx94DE0Sr+3njpadYbXdpvvoWe/ft4d57DjNUKCC7Ck2EK2K0DoFEJEqRqK86jgAVobTGj2Kq9Rodv0treRVflzm4/zpErOnIEA8HFUOkImTCiUVKQVZDLF2U1GSJKGQVjo5QAlAdWo1VOtolFCJJqPRqHbWTBIaedBgrZzl9aA9l2ebsuUtEMsPmxhobrS73nzpNLiv5oz/4Qy5fuUpXQuSApwWOcMhlCnQDhVvKkKsUceKEAhz3xlO7DqHjgZSIuIsXtHj26ad59MknacUQiwxOr3xSCIiVxtg3IUgZmt4mCTaoVCpOgtFUSkXr7TVE1imKY1ujK4VAByFqvcFiPMflUpkjBw5SLOcJam38hmB5pcPY8B463WsonaxHN+PSDQLQEeVCEVdoQicGLcnls0DC4sjmsuRzSZIk40g6vo/faqGBXKEAQhNFAfl8hjCMcD2XTqdJvlACoahubNLpxJTKBZSOCLoOKsr+HRme//840k7RCy+8wHe+8x0buM3Pz1sHaX19nWPHjnH16lXa7bZVYZyfn8f3fW688UZbc2my3cZRM8FIGlmDrez/TmcOEmdp9+7dSCnp6+vj6aeftmId2WzW9pw09WvlcpmhoaFtSML111/Pgw8+yBNPPGH7DZZKJUubbDQa3H777XieRzabtYqNaSGYtHOVbhNirtvc28DAAPl83lLNDI3NHAYZMM69sb+1Ws0GNaYZ+u7du2m3EyaRQQ9McLu+vk5/f79tjH7lyhX6+vosemPEPU6dOsXFixfZu3cvmUzGCoKYWsbLly8zMjJihUTSQZtxhrXW22iw6YAojeKZLxOIm6DCKP7ecMMNnDp1CqUUBw8e5F/+y3+JEEmd58zMjEWgyuUyruvy7W9/m6mpKVtOk65dTNcMGkqfSSgYFPHHUfmiKOLy5cv2nICtQzN1jOlgyNxno9FgamrKouPp5Ij5PDMu+XzeKqSGYcjp06dtUs/Mi3RwNjMzw/r6ug3UHnzwQebm5njnnXfsdedyOfbt28epU6d49NFHqdfrbG5usn//fu6++27bd9IcZn6mn1W6ji+KIiuIY5SQjx49asfFvM+MkRn390Ms0/fSaDS2sRR20qRd12VkZMT2Y33jjTeQUrK6ukq9XufYsWN4nsfv/d7v8fbbb297RlJKisWiZS2YxEj6WewM3OM45rnnnrNB5c4k1s7g0ZxjJyJvxvT9xiH9ejoRAthnEIYhtVqNa9euUSqVOHr0qL2XTqdj63DNmojj2LboiqKIQqFgg2Qzx0yiwNTDm/HtdDoW5S4UCvZ5G3q54zi0220rvFav12k2m7bcwSCiH3T8/Q4se/fmCIknHFSoqDY7DBZcVNTsKZ9Cq93i6rWrnDqwj1tO3MWtd97D06+/QnVtntLAKAMO7N0/xtWFFVwpGCiW8Rs1RgbHqC4FoGMqruTkDceZOHodiF5Bt0iUKnOZPIgEWTHXlHMdHvnMpzl3/iLXVmfxvCxxq0Ymm2PfkSNkShUcx2XXyAir705y4eJljp08SXHXaA9I0hQyJT71M79ALpPjB099neryImJMEmxsUhj28CKHsBsjMy5+16fTbRF0fVSkcDyHzUaSRa44ojd5kk2vVCqiVYyXcRgcHMD1JDoKyDgJRS6byyVogQC/kxTp+r6P3+mQ7wc3k6dcqnDDmZs5/+YFgkYLnXdxdWyLf6W71V/MZP3oLVLf92k2mwwODOA4DufPn+fAgQO97HOderOJROK5Wfx2lyiIKA4UqRT6CKKYudk5oijkyOHr8BxNN+gQqy5xGILWxLpnCLVmfT2pOUmociEiRXk1G58QCZ3QUITShkf2qCOu4ySBl/DI58fwnBzj5T0MTdwOSNASKT2uXZ3mxZe+S32zSxRlkUL0KMQxOiUc5DgJwh0EIVEcIkQPwZSy5wSsAYloidZJmxlDz1VK0epl4sulQbKZpJ2IlC5KJfU5ruviyASpjpVCIFhdXbViGmmjl2yeoHWMUArH8SgWipTLZTbqbU6fOUOpWESHglj3EC2ley1NFEKHqCgg1ppISPYeOMS9t93Eo1/8PYIwBkfiuNA/MMDg4CCF48fIZbN0VJZWp8srr77FPfeewPVyCOWipJEDTyi6SjgIrVFRhJQJkmZQ5TBUgCQKwevv464HHwYnl4ydcEBo0IqYRPwFBB0REakIYkXRk3gaHBLUS6OoNzYJYrVVYy0ErusgpIujFX3FAocmduF5Wd54+x0CJXGzWbqtTcqVPi6cv0CjscHr584RiQThRIErJJ7rEaukzvLw2C6OHDlCHMXIHqonRBaXJNmRkRodBbzzzrt87W++Rb3ZIYwdcLZkwoxRSGcWYTul6sfYgPc9zH2nKTSu46KUJmo0uXj+Ap1mi75igYFiH+1OwPrGGqN7R+jfvZvFmavJWkPiSI98Lo/WkMsVkCIiCCKCboDfTdqPCCSNRpNMJqntKOTzRJWKpcI6btLyyNCCXNfB9cq9e4a+vn66nSRAkI6iXComa+p/HP+7DrM/RlFkUS9DUdRaW/rlxMQEd955J3fccQcvv/wyGxsbtnfcoUOHmJqasqIbjUbDUvmMGMRtt93GxMTENrGLnQGYOaSUPPLII1y6dImpqSnbazibzXL06FFKpRJSSgYHB1lbW+PixYu2v6U5XNe1SNnf/M3fsLy8bB0xI3hi1BFN25SkdCO2QhaGopcOMg3KZYIhs9emAyxzf8ZBS/d0NWUMd911F2+99ZalwJpzmoAsveY7nY51gNvtNplMhsHBQaSUXL16ld27d5PJZNjc3LRiO2n0wih8xnFs24YcPXoUKaVFsIwjnHayTT2fCYTT6O0229pDG9M988xzNI6s+XtTU10sFq0QEST2cnFxkTfffJONjQ27DxgULI0ImWswKLS5HpMUWVxctL9LlzuYc2xubtpxN0GleW6mxYX5HBNkGTGlnUjlln1V9j76+vro6+tjY2OD22+/3dYGm8BkJ6JqqIxKKY4fP86ZM2f40pe+ZJFrz/MsffL06dO25USz2eTll1/m3nvvtfdh1nT6Wab9AdgKpE3CI4oihoaGePjhh7fRi82Rfm8ayUwrw5p7aTab2+ZuujYTYGBggEOHDpHJZHjrrbfQWlvhnoGBAd566y1qtRovv/yyHU8ToJpxbLfbXH/99bZmdycrwMzTMAy5evUqX/7yl6nVau8JdJVS21ptmOfyQUJVH3SkA9o0OmhQUqUU1WqVt956i1YraaPV19dnA8s9e/awa9cupqen7flMwsYkhkzdpglIi8UiQiStkAwN39RIm1p5Q63dsq1b3QuUUvT19W2j2Pb19f3YMfj7HVj2DqE1ecfl1LETvFyoUK2vUXJjHAmBVqhIsbK+Qri6ziO/9k+Y6gSoSPDIxx6mqTN89Sv/lZde/CFOYYBSLosIAvyNKp/+2V+l0X6cpckLDGVcPvmZT5EfGKIrNGHUATRCKBwH0DHoCMgACo+YW28+A9ks9bMBpXI/utNicLCP+z/+cS5MLeOqgF37Jzh1w4289uwTTF2Z5IbRQ4kjDbhS0J+v8KkP/xx7R8d5/unH2Kwv0fAz5CmwtD5D/9F9hMrh+eeeYW1pDhWFSO3gOJJarcbyyjLD4+M4jpuizmgcmUDxy8vLCKHIuJLq2iqVSoWBgQEymQzl/iGb8fN9nyAMqdY2KA0MU2vViGPNseuOs7I4TdCuEQZJobHv+2zUVhgYGGB4eNguANkzLI1GI6EXVavUajVef/11fN/vNaVu47g5lO6QL3g0NloMVM5yxwMj9A2NoYHF6as4cchAX4E4aCFUQNRtohQEQQyuIoo10olt8fPOrHc646S1xu1tTCboTBTjkiBgbm6W9Y0NKn1lvAxoKQhFTKxcVHYYFXRRsSLrFXhncoHNDsRRFlScUPRUiFbxts+EpA5XxTFEikIhkUUvFPMcPXqUjY0qUWiCBY0QzrbrXlld5aUXX2LkUw+S8bJkHJcoiC190Rhs6Zrn12FxcZE4tfGbrGGSYU8osYZ26rgO+VyOsnbI5bIJOolOKJEyUUSGRP1YCcHuiQlOnb6B9XbAz/6DX6IiIi6ce5MYQSzAFZqxsVErH14o5FmpxUQKFpZqtNqauOIS660sXhJo9YwB9Gov4x6y7NINuggkGa9AGEuuO3GK8QOHEDpRLNaA0BFCJSIM6GR8tIgSWq2AUs7B1R2k9pP7VyGNdiKqBSS0V1eiSRR2i1Kyb3SQ3UMDTM8uslhtky+W2VxZRzkOqt3CD31qtTWqrQ6um8EPIjJelqzr4jkO3SDA9Txi07M0jnq5JJ0wBByPHBFxq8nVyUv88X/9C2aXqkQqoaGjBVpBzFbNUPprZ9bV7pNCWEbFTvqQmZdplMg4CTZDLRIEPPYTZ3Nubo7hM2cYHe+n02gyv7TA0sYa+/fvZXFmBiE0SolkHcWaIAiJI0UQRDgyg3QcorBNu9VF4CKES9ANkU4yxwqFQiKI0ukQpGq7thSOwwSVFSKhwQuB40grDGTQ2v9x/O87HCfpY2laD3ieZx2POI5ZWVlhY2ODX/zFX7RiK4888ghxHPNf/+t/5YknnrA9HOM4plar8Wu/9muEYWhbTPzCL/wCxWJxWx0csM0pTTuzpv7K930qlQpBEDA0NMSnP/1pJicn0Vqza9cubrjhBp555hkWFxc5cuTItoDH0M5GRkZ48sknWV9ft8Hz3Nwcu3fvRmvNyy+/zNWrVwmCwGb919fXWVlZYXh42NoQ2EItHMexiJ6USe/OUqlkkUYj2GZeN4IqBtVTSnHixAnm5uZotVpWnKTdbrO+vs7w8LBVqDU1WlEUUa1WLYVxfX2dl156yaJOm5ubtr+m6aP46quvcv/991s7f+XKFeI4pr+/3yaFzf/p4FIIYRHcnXTAnbbVUKjN8wyCwFJ5TfN3Q2NO7z9purCU0uoymPPAlmDPe2xrKoA1bWSKxSI39dqdpese09cKMDMzw1NPPcVnP/vZbQGk+VxrW+WW6Mvc3Ny2url0WcL7BVFGYMWMy85A3PwOsHThRqPBr//6r+M4Dm+88ca2cd+1axeO4zAwMEClUrF1gtPT09uC653tcMw9pYP8TCZjxX1Mu5bbbrvNttbZSfNMr9H0OXfSYLVORLNMEiY9hiahMj4+zsjICDMzM5ZtsLi4aPd93/etaE82m7VCVLlcztYp2lIm3ivWaBI8QRAwOzvL7/7u73L16tVtY5kORtP7UboudOeRtqXvNxbGtqZpucA26qmh5JvEndmbGo0G8/PzLC8vc/DgQVvHbp6nSQKYrzRA0ul07Pm73a4dc9Pr04hqWpvaezbpHsKmNjcturfTn955/L0OLM2tSQSukEyM70FlcgSRxu/65ItZNOC5OTrdKuHGMnkRELkhuwZyjBU1Q0P7ibXHnpE+ppZrNGob6EaDu286w0cf+hiXVro8tvAuv/ipT3LD6RvpSqdXG+fgZQWaiG7QIePkETJC4AIKF4V2HI6fOsHl5QWKxQq5So1bbr2JkYn9LJ29TCYDtbVVDp25i4XpA2SzeVQUIMgjpcKRiRdY8DKcOX4ztDrs3TNGodzHu7PTfPPxb9PolPnDP/oLXjj7OsJP2qNkc1k8z+HAgQMcPLAf6QiC0LeTsZAv4jkZYpVstkHQod1uks8XrAqsUcwTvV5wcZQUSOeyZZbrTf7qW49RXalxaPcIo3053n33bXydNNttt9tkM1na7bZdOPl8nma3bhX7lpaWmJmeYWV52WZYkuxwjFYeXkaRzUqq63Vmrs7z0gsvcePNd3DL7XewPnMFOnWG+kvEkY/fbdANWrhuFqVA6q3anI2NdUyzdyklsdietUtnSs3vTKZaxYkQT7VaZXFhgYmJPTiiCAgEYZJIUBoVd5K2FFoyM3sZhY90dNJ70FJv3kupQJsawqSgP5vLUijkCYIka16vN5AK0mqfxrmO223qvU06CATZQoZCIZv0thSCer1OX18fguQzVldXuXTpUi/wfG9BeTJe2Mzf+vo6aEGpVGZpaTmpE3KSmjxzHXEcE0YxDSUpDo7yW//8nyMcQaFSxO006LaaKAQRGo+YUqmM3+0yUCxSKBRR1RqOl0WTRcgCCA8hExpyUsO5tco19JAzeq1jJK7rIB0XETkI4XLm1ptxpMKNQmRv/XkywvN0ryVQcu8ZR9NVoFGUchoZNyEOAInSEbV6jUj3HAEpEdIh1uC5LiPlAv05j5W5OaZnFnDzJapNn3Y3wPFc/LBFGIX4UQCui6+T3qlZN4OINYHqEmuN6wjK/RUymSwJuK4QQqJ7vU2jdpNL587x53/2l0zPr9NVLpESqCT2R7GFgH8QtSvtoNtJpwWaLadgZ4BpjMjOTLSOkz6iGekgpGRzc5O3Ll3k7rvupFjOMeSXqXV8/E7IdUePsbAwSybrIiV0uz6twEdKF8eR9PcNMjjYT7W2QbFYtLVozVbVIqzpezKZ1EajQbFYxHE8EEm/18T5TbKtXqbXDFxrovB/BJb/RxxCCEZHR21dXBAElMsJWmxE4Axao7VmZGTE9oUE2L17N/Pz81bs58477+S+++5jfn6ed999l1/5lV/huuuu24YqGKfGoAhpZ9vM2fHxcZaWlqyTfscddzA2NsYLL7xgG6YfPXqUw4cPW2czjbiYeT4xMcG9997L0NAQuVyO5eVlvvnNbxLHMX/2Z3/GSy+9ZOX1DV32yJEjtibUZPINMmfQLeP4GmqeKTNJS/ybezSOXKfT4fvf/z6rq6vs37+fgYEBzp07h6khbTabZLNZms2mta2lUolqtUoQBNTrdRYXF7l69Spzc3O0223a7bZFaIzDn81mWVpaYnJykmeeeYY777yTO++8k2vXrtFqtRgeHraiIEalc+f4GXomsA2J3WlbTW9BSIIwE8QYJGZhYYFdu3ZZRCUdxBpH3HEcLl269B4hFvN6mp6Zfh2wVECTgOjr67PIbTpwMM51o9GgVqtZlMaggubeGo2GvVaAjY0NLl68uO1z03bVBCSmdndhYQGAwcFBlpaW3lOTZ95vgt9KpcK//tf/GiGEpSuaADtNFTZBVqVSsXWqaaGhnfu9OUyAYsbWrD8TGDqOwx133LEt6DXnSSPE5vfpBGd63WqtrSJ0WkDHsACGh4cpFovMzc0xNTVFqVSiXq/btjPtdtsKdBnUXgixDak05+rv798W2KZR2iAImJyc5A/+4A+4fPnytuBzJzr5o4IoEyTCdjrs++1T6TWxM1FhniGwDTFcW1vj/Pnz3HfffZRKJQYGBmi32/i+z/Hjx5mZmbFAiO/7tFotpEwYhwbQWV9ft/PC933LVkuvDcDuWZubm5ZyDlu09/R1pYWBPuj4iQNLIUQR8LVpJvdTcFjxCsARgpMHDnDffffy7BOP4tQEOSdRhZRxBkcWmVue5gdPf4N3Qp/lS+8SLo+z97Qk6myyulAnqNXZNdDP6MFDfPrzv0CkJT/zkQ8zVmjz4Ztvwcnl8B0H3Q3QYUQh45LJesShT6jrOAWJcHTivSpw8MhKwdHDh9k9MUG+P8O+4zfgK0H/4BAr87MsP/sC33rmFRwB01evsOv8JAcOHWFiYg+jI0PkC3lcxyXrelx39HrOvvoKd9/7EGdO3MtTL1/my197nFq9RrtVJyc0XcfD9TIoHTM3M8f87BxH+weQQhLFMcVCAc9zKZdKOI7oCWUE5ApF+isVyqUSriuRvfYO0klQo2KxQBxHhDi8eXGS114+y0ghR76vn3ypTH//AHHOw3Mz5AsVVlbXKOQLzM/O4vtJpmSzVuPK5ctUazVq1Srtdgc0eJ6LdAS+30FogSuzqFChA0kgfeKoSmN9jXcvXODJR7/NrpEhBsolJib2EAQ+WsdkvCxBqIiVRkeaKFQIR7O2Xu2hcUmvShN4wdbmaLKlsFXgbzY/jU5UgRG42Ryxyif1ajpEqhgVhBAphAZizfLCMq5w0G6I6tV8Kt3brJRKaJHabEA6ERkiyQplMzk6nS4LC4sMDw/TbvloFW3b6OwGheDa1DTLyzX279tFGEZ4jofq1WQWi2Wk4+E4kiBQPPPMcywtLmPooDupLFIKPM/FcSUDA4NIKVhbWydTUERRSBwFPX0jCXFSj9kNQ9aqNabW6vQNDHNo9xB5J8KTMZ1Ok1ani+6p4eJ4lPIFBArpgOc6OD1V2kqlTLHcn2yMWYiFIE60k5K11PvK5fPksgK/JegGnURESCQCNcLJcHD/Acr5DE6ocYQAV5J1XDypcZyeIdAaSZz0hJQRnvbRwkcLgdAaHcbUa5tEWoDIIJMWtQitqeTzjPT3E3a7zMzN4+QKBBqCKMTJeEndZ7eLl8lQyGRptDtESuH2xGRCndC00YpQacjkEl1uHRCrHouAGEdHrC7O8ZUv/TfmFxKkMlIRcW/GoHvJihTlW5PUy6afafKNkfDpjSVbhf9po2sc+rRznw5atdZJkiSOcV2BIkIJzdrKKpMz09x58ji5bBa5ViPyQ45efxTpubQ7DXbtGsVvNQk6PpuNNq1Wl3yhzMjIbh566CHGx8d6lMqrzM3MEEddZudn6PgtlAOtdkynG+Fl8wSRYjCbRUpAODgOaKXxXEUcQafjU/GKvX6gfwdG5+/g+Gm0rbCd7jYyMsJDDz3EY489Zh29dKuC2dlZnnnmGVZWVrh8+TLXX389t956K+122waVw8PDDA8P8/M///NorfnoRz9KLpfj/vvvt/L2BoFK07HMtewMWKSUVrm13W5z4sQJlFKMjIywuLjIE088wWOPPYaUkosXL3L48GEOHDjA8PCwRQ4NgrFnzx7effddTp48yf79+xkfH+cv/uIvqNVq1Go1i+QYZO/atWssLi5aqpkJJI3yqUFFjKNbLBbteO20P2mEZWZmhueff55KpYLprzgwMGCD0mKxyOLiIqVSicnJSduLsVqt8u6777K6usry8jLNZtJiy9yjEbAxNa7dbtcijktLS7z22mt885vftA3l9+zZs+1ZpJFBE8ysra3ZwN+UwKT3EiHENkc1Ta1MI4vmOtOIXRrdMV+Li4uWlp9Gk3YyktLvESJRljY9Hq9cucLevXttXWn6ntLPZXJy0tIPTUsv8xnFYtHOmyiKePTRR7l69apFXNOiNIY6abQmxsbGcByH+fl56/QbhCq955o637W1NSqVCiMjI3ZcgyCg0UhABHN+k1wx6LW5vsHBQcrlsg0w0+sHtoIi02LCqCin15vjOFx//fXb1EHTz3gnSvejUEyllA0szXoyPk2lUmFoaIggCLh27ZplN/i+b//OiDnlcjnq9XqiA9JDfI0gjXmWpvbYljTJLcXZ9fV1/uiP/ojp6Wn79+l5YK51Z7D5fkf6Ge+8d3Okg0kTTJuA2lyz8TtN8s6g+ZOTk9x666024dXtdrnxxhtxXZdms8nevXtpNBr4vm+D8FKpxO7du/nYxz7G8PAwvu8zMzPD5OSkHV+DZLZaLXzft0yGdM22QT0Nu6DT6dh5tjM5sfP4kYGlSDzQLwC/DNwGdIGsEGIN+DbwX7TWVz7g/TngGSDb+5yvaq3/70KIg8CXgSHgNeBXtdaBECIL/BlwC7AO/KLW+toHXj3gIMFJ/LPRfJbf+o1foxZs8u4PfkjcaVIYzCN1lla7yzqa5994ls2oTbW2ydLCBQpnX6K1vM7VRcmegQqfefgj3P8zn6URaGoNn9H+AjccP0V+eIRQK0Qc4hJSyXl4cUhcraJDnyCOodSHW6wgs3lkZgAhHfLC4ejB/Zy5+y42Fq7y5JuXmfnm08zOLNBpdZBxQLdnHAqFAoXCm+zaPcLevePs37+f/v5+CvkCg/0DDA6WqAz289bbb9A3uIcnvvcMG6urNDZWyDkaUEjpEulEkTH0AzIiQ+DHhGFALpen24kIg4hOu9XrD+iQyWSRTpFOrCng0G616S+XcCREoY/nZcl6kkIuR1c4XJtZIWoGZLOCTKmIdjKEQUTGzVKrbdLvFem2OgRtn2KhQKNaY3l52Up5m83LLL44jkhocwkKI2SIlA5RnAilqEhR85Pahma9TnuzzvVH95PJF+gEPtmsh4qhE7RxXIkKIhzhEXRj/G6igAsKrZKgS0p6n6VtFjFWytZTWnQzTlpDuJkMAyOjKMcD0WuSG4cQRwRRFxEndX6h36W+UUNoQawksRKJKmcSXqKVxkkkShMxnh6V2mT2tBaoSIF2QCf1SIkKoSKK1DaqjUSwMLPIq6++w8S+Q4mBciIy2SLlStI0WymN5+VotxosLa7h+wklxnEkSm21gZEyoRBKKcjn8nhuoqqWLxSRmQxCQi7r4BEilEAh6LR9zp2/yONPPMnFa3Pc9YlHGBq9g7wT4ugsl65eoxFDrBNBIOnlEbEmjrsgw4SWGie1l/feezN9fWUkIVJqlJaJIioCHAmOg+NkyBeKVPJl/LzL1elJVBwgRIzCIXazFEv9aO0ROppAg1BJGxSBQukoqfHVmkhqQjIMuzFu7KMdjXJcXO3S9WOqG3UimdByhSMQOiYnBP3ZPK5wmF5aI5AZHEfQ7XaQrgYJzWabUGvCIEpqrnXS0CXnOkRhhI9GeIq8Aul6FEdG0URI7ROJAlJ5eMon6tT41je+wdX5Bdo6RxdFpJO2LEZwCZHUtxoEeSt8FNs2fpFMs+T7rVjzR2aWd6KVaXpsrBRCqQR1dRw87eFKwfLsLO/m8pw6dpw9XgGkoBvG3Hz7HXS7HWIV0t3c5MUfPsfI2G7CqMmuPXvYtXuUQsFjdLSPwcHD3HzTLawv15m6fJlr05e5eu1dNjaWCDodOt2QVjtAC0kUhURRB+kkdc1RlIxLUscM3W6UoL/vk2n+aTj+vtjWtPOQyWT4pV/6JTY3N3n++edtbZ5xmLrdLs888wytVotarcb09DTPPvsss7OzuK7Lrl27+PznP89tt91mnZRSqcSZM2ess2KcN+MspnvwmRYlxuExTvzw8DD3338/s7OzvPTSS0xPTzMzM0Oj0UApZWuLKpWKVUmdmJjguuuuo7+/3yKrpVKJSqXCzMwMfX19fOc732FxcZGlpSXrYCV1+sn1mDr2KIqsQ2acW1Mzlb5WY1eS3sBbTq9xNE294OzsLL7v22syn+F5HtVq1SI3pn7KtG+4du0aCwsLtq4wHbDBlnNsHEUTkBp6red5bGxssG/fPk6ePGmVNc37TQCZpqMbipw5fzqogiQgKRaL9meDcriua+l3uVyOkZGRbc64GeM0OhmG4bYenekgxtxXWvgmvZ+lESFzvX19fdTrdevUm78xz+bSpUu8+OKL/MIv/IJFDo2yZjoI6Ha7LC0t0W637T2nBYLM83Vdl3w+bxld5XLZ9oM0aKg5DKL2rW99i6mpKT71qU/xoQ99yF7b7OysrX01NXYGvU0HREIIHnjgARsI7wz0zN5uam7NGltZWbFjb9BMI/6TDn7TiZ708zDjkL4OM0cMs8GMiQkCzTVOT0/bv2+32zZwNQrEhqJrrt8I2BibZyi1RrzLfJa5tm63y1/91V9x5coVlFJ2/ab3n/Q9pZMP5h5+XH1heozS426C+zRd3sxP8xkG0TdJqrm5OcrlMqdPn7Zq2kEQcNddd/V8vKRVyve//312796NUop9+/YxMTFhlahND+JbbrmFhYUFZmdnuXDhghVn2qmcbCjR6Wsza9ckHX7c8UGI5ZPA48D/DXhb96QDhRCDwIPAvxdCfF1r/ec/4v1d4CGtdVMI4QHPCiG+C/xfgP+ktf6yEOL3gf8J+L3e/1Wt9REhxBeAfw/84o+7gfRNCjSVQp6bjp9k+rU30U4SGGSzmqF8H27ZpdHy8XWCHBWER1FF9ImY4ydu5B/+o3/KdSdupKsd2u0aSjgsLc1z/o23OTUxjm7Vkd0WOu6yvtmkoBVZESOJEBkXp78NnSZd4SALdbz8IKJ/mM1mh8mrV3ntqcdZnJshjlRSc9QNk5rI3iRbW1sjl8sxNz/NhfN59uzdw/XXX0+5XKFWrVGrr+I44Hl5qtUO1dUlqmurqKCDl3NB6d7GrhG9SdpsNnFdB609S4lJevphKTqZTAYdK5qtFsQR7VaDjOuQzRjVMI3rJHUBhLC0tEy9XqMms4zuFyigvllnsJQENIuLi7z11lugE2qQkYs2C9tMViPQYhBFrXo8dC9GaoHQkohE/tIRjs0ora2tkXE0L734Gg9/5J4e1S4JmsIgIPJ9MrlEjqVQKMCODEuy0Wz1lIrjRP3VLB5jZMIwAJlIX+/duzdxBnTSpkQpRRyGRFGIUBq0xPfbtNoJRSVNhdjJ8zevgyZWW0YvWcyupXAMDAxQr9dxHBfThsQYkCgMEFoyfe0aHb9LZbDYq+fcUnXL5XJ02m1WV1ep1Wq9jKNMELMwSGXznAQ17tGqhBAJharbQQSxzZbGQYQUmm4Q8/jjj/PN7zzKzOw8seOxMDeH4A6kFrSaLf70i1+i1Q6QXg6JIOu6XLs6RatzE6KSJZfJ4jltYs/hxPEjuCJRxEsEmMB1XFzPw3EdHM9DOm6PkuRQ63aJFRSKRcqFPM1uhJvJsNnN8u5MLxOtNVpphFS4ntOrO5B4nkPWdUBKIuEitIdQph2Nwm+3aTY7aJ1UabpSolAUMhmKhSzLq6t0fJ9sMU+j1ULIpP4z8LvEscJ1PYIoIo6SxIWZX3GoiNBoFSVCY0GACrvowKcdt+kKSamQI6Nj3jr7Oq+8epYw1sRaEcVq27NPNru4B+SmkGe1va4D3tvM2bz2QRSf9JHOzGut0T3H0Tge+XKJYiZHs97grTfeIo4itFJ4jkMu5xHHEe1Og0KhzEa9SSOcZmzPCPuPjnDsyH6kCgiiBu1OllJhhLE9uxnZPcrNnZu5duldXnruhwj9NplCnbm1VbR0iHRIIZe1VEBjqI3x1hor9PNTevy9sK07D8/zuPXWW3nrrbds7boRisnlcrZeJ01zy2aznD59mn/6T/8p4+PjaK3pdDoIkVApz549y/j4uO2dZoK2NLJnnDGDthm01KilXrp0iccff5zJycltfe0MhdN1XWZnZymVSly6dIlKpcKBAwc4ceKEFVFZX1+311uv120i1Pd9isWinVtm/TWbTTY3N+29miDLIIRGRMdcu+n56Pu+FdZJMwSMsM3c3By1Wg3XdTlw4AAAtVqNSqWC7/vMzs7yxhtv2L3l0qVLrK2tWafUIIvGoU2vDcA6iWnEydibKIqYm5vDdV1efPFFHnzwQevIaq1tI3ojFpIeF3OkhXDy+bwNus28MOcypS+HDh1i165dwHZnPl0jCYlDa+ifP862msMggcZRTlNax8fH7TingwdD/wWYmpqi2+1SqVS2oV8myOx2u2xsbFjhKHPf6cDezCkhBP39/QiRUGkNUjQ6OmodeEMRfuqpp/jrv/5r3n33XRzH2RZs+b7P7//+79NoNOx5s9msRa9NCx5DZT19+rQNYsx+aIK69DpNo87m2fb397OysmLpt+nAPh0cpYPndLC605YYZWPYqsEUPcaYUcpttVqUy2Wq1aoNbozIVCaTsSqogJ1f6XYg+XyeTqfznt7eRgDrrbfe4tlnn7V7zc5euuljm219H//t/QLqD7KtOw8T0Jt1ZWyZuY7+/n6Lzr788sv2Ok2NtqFEGyq87/uMj49z6NAh9u3bZ+ezEUgrlUocOXLEtvV5+eWXbb2lSaDFcWzPnabPp9e5Uc7+oOODAsuHdaL3v3NAN4CvAV/rGbX3PXQyss3ej17vSwMPAf+g9/s/Bf4difH7bO97gK8CvyOEEPr/q7SzJu85fOS+e3nmmaeYeadKf6goZJNCcMfzKHgOsZZ4WQm1OnHQ5ZYbb+U3/tm/oTxygFYM7U4HFcXEruTc2xfIkyHUIddefY5drkRkPTQ92fROA0fE5PorhMJDxZrIzbA4s8js9Ar777ib/9dffY3HvvEDouo6GVf0HkpSLCVkBiFda6iTDRdqYpO1tSqLCyscOXoUrRTdsEUul2Fudoq5uVVafoiKIyQalXGSzD0hmZyb0MN6WdAEudqiMWilCNVWH5t2u02uUCQIukRRkkXrtNu4TrG3aTgITxBHmjDyyefzBEFArdaBHjVDIGg2WwwMjxApxfzCPK1G09am9OaEhf63sjogRE9ARifqpUEUoxxNLCQFN4uXKObYzaDb7bKyvMb3H3uaG244zq7dA3Q6bYTjgkhUOOM4RrqC0zfeyGuvnQcMGrNVa2CMjTH+aSOVbLCQyyTy9baGxJHEcVI7aTNaUYzjCKrVqqXYmM8zxkjvcPDT2b44jq3BTQz4ljJhYhi3qDI2UNAxUkWsLC2ytr7BQH8RIQUyRQsKggDf97l06VKyOccxcbzleJiNwjghhUKBdrttldu0TJRfz5w5kxgSrYlUl8tXJvnLL/8lq2ubhKEGT+MImfRHlYrXX3uDK1fnQbo4wkHFMXHX59LF86xVP4ycOEBffz9SVBGZLCNDFYTqosmCdJIEidPrrcSOonh6KnkaKn393H37LXzj0Zco9w2Qq4xR9R0zyCidnIeoh/IKDSLCjUMQMZW9AlHqCf3oLrGK6bRaRD3UOONqQh0hHIdyMU8UBmzUq0jPJVIqqcNEoMOYbpBswEEYJnWQKafYOGWxAKVCQqEJWy1amzVE0GZubpZaVOC6EyWykc9rL71IuxsR4hLrENOPMW34kke8g3aT5IDsvEqP23t2yh1GcWd22cwLc5j1kq55cxyHYj6P9kNqq2tcq9VsK1+podXaxHUlg4N9DO3azf4jhzh6dB+dTo12e52NqgsqQMsOvt9BD0my+VKPTp/hxA03MjY4iviOy1tT5/EJ0J4GpfBw7bgaulRyvcKu5Z8ks/rf6fh7aFuTuXzTTTexZ88eLl68aOeMQXLSlD/jON9+++38s3/2zywqafZwgHPnztmA6vz581YRNJ3MgC3qoXmmq6urLC4ucuzYMb74xS/y1a9+lfX1ddtmI72/A3Y/Myjd2toa8/PzzM3Ncfz4cRvs5vN5Ll68yOXLl229FmzVQAohbD2wQVVhCxXsPRsb3AkhLM0s3bMzCIJtQnFpZMS0GDDIjrGfjUaDkZERlFJcunSJer1uUTJzmKAg7dyan831mPE3ts8gpSYY6nQ6TE9P893vfpfTp08zODhog0ATzBmk7JZbbuHZZ5/dZk/SAUdaCdY8+/T/+XyegwcPbttn0nWTZkwcx6Fer1sxpPR1mDFPvz9tWw2yas7V7XYZHBy089k46jvPp3XS5mNjY8OqDKf3XxMMnDt3zgrSpIP6tDCTUoqBgQGazaZVHzV2/84777SfF0URs7Oz/OEf/iELCwtWiMV8tuu6vP3227anpTm37/u8/vrr1Go1xsbGbACby+UYGBiwfk0acTZf5hrNYYKXcrnMAw88wFe/+lWGh4ctbTc93mbMzLnTYzc0NGSDePP3BlQAbI2qUQAOw5CVlRWbCNhK7ocWuTTvN2vGUDQNcmdei6LIUmWXl5eJosgKdz3zzDO02+1taKW57/QcMvPj/Y40Pf8nta3p8TbnNj+bcTAJH3NvlUqFMAxZW1tjbW3Nzi2AarWK67rs3r2bXbt2cfToUY4fP24VjavVqh2TQqFApVKx7AkjkvTwww/jui5vvPGGDcDjON7Ws9W0O0ozl9LX8aOOHxlYGsMnhDgMzGmtu0KIDwE3An+mta69n3FMHyKRsnwNOAL8Z2ASqGmtTSp5DjDNq/YAs73PjoQQdRJKz9oH3kH68wCHmN0DQ3zo4x/li4uzsLpJ4GscR5GJI2645RhN3eXKlUtknSx7Bib4lV//F8jyMPVII3SE322h6RIoycWLl/nEjTfQaDZZvHye/XsP0GWQuFzm2vIKRb9NJeviORGVikc218/5qSmqKw1ee+Esf/zt7/P0+fNQj8lqTSQVrieRMiFISs8F4VhZ463F7tDpNAjDmFyuSP/QIOsb6ziuYHZhiVqtiY7D5J5dlyjKoBVokbh22WyWE8ev58yZM/TvGqNardlaC9dLVD23WjaEZFSCHHa7XdDKZoES2mSMwLGLYWxsLPm7rEuxUKS5sZnUfomExlRbr9Npb/XK6T1T+396MQokEKN0l0xOkC/kaLVUDz/S+FFAqBSapN2HmditOKa60cT3QxJnMiahAapUhz5ha62klAhJEoT3Ng7TB0xrTdf3kb0gYItTn2wINtDSGqG3jF/c2wB1nHz24uIiaaGgdF1KgqBtbxxteloCqcBSEUXCGsPUWtoWCDpSIIlpNOpMTl3l8JEDaKnt5mroMZcuX+Y73/kOnU6XKEyClJ20H4MG7Ny8pZQUigWOHj2aGHgBYdDl0Ue/y9rqGrHKoLUEpYjDCB0rdBTz7A+fJdZuQgmONAiV1NhFPpevXOWBm69nfM8e3Den2XfdYSqlHA5hIt7jZhC9zS1WiWBMTIgQiQqs6vVjkm6GUsnh1ptP8+iTrxJlsuC6qJ7kT4IkCiSiRwFNWqQIIVAih5Y+wo1RoovQPSGm3hwTCKRwcEREpGJyXgbPkawtLtLpdqkU8jTbLbpRSN7LEgURWmnCKEK4Lq5w6HYDG4iZeRBphfAUsYrAzVDIuUTtFs//8Hnye44zsGcvYXORmamrKCTa8YgjHyFAxVsOYnKD77Oe9PurCm4ZtR4zQL9//WH6fWkjaD4zHVxagQTpsLG8ghbgZDza3SRAL+Tz7DtyiBtuPMXo6CD9/RUqfSU8qUAViEOf+toGlYEC9foajiPYqEFfPEAhV0Q4BdBZioP97Nq1l5nVWZaa8/gEhFFMFIboeMtBdl2PKNJIuVUr/dOKWP69tK29eZXP5/n0pz/NzMyMRRkNanHzzTfj+z7vvPOObRfxj//xP7ZKpyaAMfvr22+/zYc+9CE6nQ4XLlzgxhtvRIik5nBtbY0wDK2ommn9MDMzQ7Va5Yc//CF//ud/zlNPPWUDHxPwmLlrgrf0nmau1yitlstlBgYGWF1dRUrJpUuXbDsLwCIKaVpjsVjkzJkznDp1iv7+ftu0PC1yYwR6drbFSCdX08iPuea9e/fSbrfJ5/NUKhVWVlbs+BtUp9ls2hq73jO1/+90+szneZ5HsVi0wajWepujnw52Wq0Wq6urFrkz6z/NfkgHqzvFSMz9mzo5w5Qyr6WRM9PXcOc9pFtSAMzPz7/Hobe2tWeP04FAumYyHViaBMOPsq1poZu1tTXeeecd9u/fb+83TVu+fPkyf/VXf0Wr1bJrwVyjSTwopWwPQZOsMIFnpVLhyJEj24L+b3zjG8zMzGy7j/RYfP/739/2GmD7nV64cIHjx48zMTGB67rccMMNFlU2wZ8JWtLImPFV0mNQLBa5++67+da3vmVLpnaOWXrepmmnO1Fy8/8WQ2orSDEtdhYWFmi1WoyOjtpWPibgNHPViE6lxajMl/nMtKBPt9vl8ccfZ8+ePYyOjhIEAVNTUwCW7ZC+9vQc3lkDnJ535ni/gHGn7Xy/36fRXHM+MydMP8mxsTHLtDBzzihul8tlTp48yZkzZ9i9ezdDQ0MWiBgaGiIMQ6tC3Wg0cByHRqNhVdbN52ezWcbHx5menmZlZYUgCGzCJJ18MgG8mR/pef6jjp9EvOdrwK1CiCPAHwDfAL4EfOLHvVEnYgRnhBD9wNeBYz/B533gIYT4TeA3IZEctyn65BNRSiOF4kN33cUPn3iS1cYVtKPwXJeMELRrm/TtrrBv9xi7yuN87OGfxcsP0JUZQh1Dt4OOfFw0LvCzP/tZdiPo+st0O02W565x6Na9LLsuX378B9w4uouP3ns35DPUuxq1Uue5p19jdnaBpZUN3pqZQYchXqTIeC5eLovnOkgHoihEOVmanSZaaSQeWvd6MZogRMP62hoLS4tIR5PJuFTXa0jhJrWJiaJKL9vhIknK0jxPcv31R9g7MY7veGTzOVqtFrlCHq1jMr12I51Oh2w2h+M6hFFINwiQaNY2aiityeayOE5AsVDCdUELB9/v0Oq08YsVUBrPkbTaXWQxR75cpj2/SJxCRM2G/H68fEdEaAX5fJbxvf3ceOZ6Ll+eY+baMjp0UXGvlkyAEhKki9RhEiASIxyHIIrRIjFS2VwBlAAdk/Ei+vvK5PI5Om0fKUCJLfpRoVBAyqSPkDDXpFQCB/U2gjBKKCCG6qLjCB1HCQoXxcRxgqAIoVhZWdmOTKqesErvfKl1AWxtaEptcezNa3GcGN9CodDbOJPzSddBIFCxAkfgt9q8+uLL3HrTGUaG+9EyqUtN+g46BH6I3wlAS5RKEhau6xGGOmVIjDKYi9ZsIaRScGDffhbm5zgyMYZSIa+8+ipPPPlUQs/UCkVyPZVyCVdowsBndWUVrSWCBN2VQqMkaBVz7vU3CH7ukwyN76F/sMA/+Z9+mWwWtOoShwI3k8HJJ2rOiU6NAiLCwAeVJYoUYQQZr4h0QrrdNjpKAs/ZmXmUs46QJLWsQuNoiSMEjiOQjsB1kjYjIW3C8UHQAVIrYpEIMkWRjwqTORDHIY4UeI7DRq3KZquFEoJuENJotXE8lzgGhSSIQyKtyToOUayJlEI4krBHRYlVMl4yhrZSZMoelXKRzeU5lmZmaDc9rj9+HWd/8H2WNxpEZAjimChWxGp7HUaS8OA980nzfsi4wRBFrwbT/Lu1cyZxdzJe2gTmImlrktp3k7mKJpfJUOohNxvrG0SxQnsS13M4duNJbjp9I4cO7CdfyOD06MeoEEfHxFGI5xUQXpZ20KLTDqHg9bLSkjjoEpcHGBzK4zoOCsHo0C4GCoPorkaJqOecuTRbTbSGbDZH4LdxsxKlFUlrpQAlg5/Ipvx3PH7Kbeu2z7Pz7NSpUxw+fJgrV65YEQ7HSdprjIyMsHfvXnbv3s1HPvKRbRTBNDUN4Atf+IJ1AFutFlNTU9x2221orfnKV77CwYMH+ehHP2qdQKUUTz75JLOzsywvL3P27Fn7e1MjZrLyppbRlGCkg590wDI3N8fly5ctwra6urrtb43Dn3a6M5kMJ06cYGhoCNjq+2fUKU1wYmotjeNuAqpGo2EdfOO8GWev3W7TaDTo7++352q32xSLSV/h6elpO47pYDodSKUdeOO8T0xMcMcdd3Dx4kXeffdd+3fp55GutTaOsBkHQ70EbM3n0NCQdV7TjriU0tJH060u0owgE/AbpHnn35hnZGzk4uLiDsbGe+vfzD2lfY20QMrOpLYp+zDnMEkJM36tVovnn3+eO+64w/ZkNcGLoT+bQN08q52fAQllMy1gZNhjx48fZ2lpidHRUZtoMWrE6WdixjIMQ9s71MypdGD/6quv8vnPf57x8XHGxsb4rd/6LVsfbOaJ+Wxzzea8JhFt1hJgKahGbMggu+ZZm/FIU2nNHKhUKna+mOeVrmVNt8WoVqtUq1UgofqalkbG5pmke7qm2Yz/TrTS0IH7+/tZW1tjZmaGer3OjTfeyPe//30WFxdtoGquJz1HzH2l59jO783P6b9NrzkzL3e+nkb7dz4D85XP5+nr6yMIAouEm73htttu49Zbb+Xo0aPkcjkbjKYRb8NC8H0/EYTMZi3rwaCXxu8VQjA4OEh/f7/dU8z1tdtttNaWbZGuM9/ZYuj9jp8ksFS9LOcjwG9rrX9bCPH6T/C+9EOoCSGeBO4C+oUQbi+zuheY7/3ZPDABzAkhXKCPRGhg57n+gMQIc+utt+rtgSU9jEIxXizx85/5OX5/+Y9prk6TjzWFKIMXumTjHEOVXdzzwCchP0CIAN1zWCIfEYagHRyZSK+8ffkCZ46NUB6qsLK4SOHKeUrHb+YTn/kktdkVVptdvCggqldZXt5g8fwlxEAfl5YXqLeDBJWT4GQcstkMApOJEnS6myg6CJGIlWjRJY4kQiciL3HYZX11GS2Svnzdrp+gKiJGqZ4Aba8VSKWcxXE8clmPXE4wO3OF2bmrjB4+RiaXpRslQWsYxLhussH09fXjSId8pYSWAkdIuu0O+VyOth8RaweIcNwsnhYoJ0Mun6VYKREIl+XFZbTjkMnlcPJFRDbHyvqaza7A9kzPtoyqVrhOBDpDf6mflYVVnJsOcejgEAvTi0ivQKBjYtVBSA3CIVYxntBknZj7Hryd4bFh/LCLFpJcvkisJAtLywwODuLlIg4fmqC/v0yn3UE6iUCOEOD0avbMgtJaI5SyAaZIJj4CwcTERBKMCoGKQnQUoaOYpDZUQm/DmJ6+BpAo8KowQShVkhzYUoJNUWQ12+oitzJdW0YlSZQkFF8lUoE5SZAstebapcv83v/793nkC5/n9E0nQUpcockIQbFQwvMKvSxtIlqUtMtx7QYnZSJqpHUSeAohkdIhl8kxNjLK1OVL3HnTCcKoydf/5ps0Wj6xpqeYmyjy7to1ipQxURAkyJzoiRSJRLgoVgqUYnpyipmFNYb27+fzv/gpDuwdIAo30UpCHCJ1hJsr2B6eQkiETmisjnQII02sHIrZMogAmXXJuQ5xxkPFbbRqJXPFFUBE2PGJ4hjPk0hHEaKSpIzngioidELbDISDoEM+I/CkSxT7KKHIeBmCIGKz2aEVJU5as+OjlCbvZlGxxo80fpRsukonKrGaJLjUOqnzVjpGAsQOoeuRyecZHOxjZfocjfVVVuMS69PXePbJZ9iMHHATynqsBbF6P1pNsva3zZvUHEvmGTZY1BpLK9b2H7Onyt58c4B0rzoXKVLoByAciULT6SY1Y2EUEwhBJp/j577wc9x3x+0UXIc46tLtdigUc3Q6rURxWHjEbm/NKUFf/zBKhwRBBx17DA6M4Ll5XCdPpARCgpfNMjq6m6CpuH7iJJcX3gXZJlQhxYFSkryIFDqOCQjQ2knUmonJlX4km/Sn5fgpt63vf+RyOb7whS/wn//zf7aBgQmgPM9j165dPPDAAxbZgfdSHM1x6dIlDh06xODgICsrK0xOTnL48GG+8IUvMDs729MISGp/FhcXuXTpEsVikYsXL1qkUIhEAMWIoZi6IlNrBdggzJYm9NDTubk5a5+MWJBxsIzz7vu+7e2cy+XI5/NcuXKF1dVVRkdHrXCPuU/jYJvAJZ/P22sIgsDWKJm1m3bU8/k8AwMDQBL0GvZJPp8nk8mwsrJihUzSiVvz2WlKIiSsnMHBQWZnZ7n99ts5dOgQly9ftteQVgA153Mchw9/+MMMDQ3Z4MXUVS4tLTEwMEA2m5SImD57aZTGqOea55B2tNPjL0SiX5AOYtPzxCazlGJyctKOYRr1Tc3dbc/ZfFZ6zzRjnD5PGj1L34P5/o033uB//V//V37lV36FkydPbqshNAI8Jrjc2Z8xff504Gqe6djYGG+//TbHjh0jiiK+9KUvsbm5aa/XJAX27NmzbXx2ImRmjC9cuMD6+jqHDh3il3/5lxkZGbHokxkv4/OYazP3mvbRzLP2PM+qsJq2M2Z+mPViAtH0PZrAPn2YwNBQXc3PQRDY+kAjVmju26xFk6Ax92rG2jLH4u2KvrlcjuHhYS5fvszq6uo2erdhN6QTGObad6KN6bHeidanUfP0fNl53+l5sAUaxNvmQvq8SiViPEopi7RXKhX+0T/6R9xzzz12L+x2u7aeNE0rNnPEBIsmsWNa/qRRfcdx6O/vp9vtcv3113PlyhW7ZxoE1Ixvus+lqcP8oOMnCSxDIcQvAb8GfLr3ux9rsYUQI0DYM3x54CMkogFPAj9Hol73ayRZWoC/7f38Qu/1J/TO1M+POLY7U4mD6krBqRPHOHDkAHPtKkpFSOEwOjjEfR/6KJHTh5cdIIgl2hGEYRdUgApDEIJQQzuE7//gGfrDOnecGmNoeAAhFG9fvMiZ4X1kMjmevXyeZ59/mo/ddRuFrIPruDz08H28uVKl9vLrBEgcrZFa4Qdd/CCwtVBCCqQTUilnEZSpVlsoGSNFBhVvFYIjBFqahtTvbboLySQZHBwkDJLXjXpZqVhAqBihIgYqJdrtNqVCH367QzafZDNkJoHah0eGaW02iXqZjjiOLI0pMUIhccZh165dCCHZ2NjgzTffZM/ecU7fcIpDR48yt7TE7MLSNuVJY6R3LmDHcRE4SEcwvrefbCHHnokyT/7gHfxOiNDtXruKCK0ESgRoHeK4is9+7mN8+jMfpeM3MK0kpHTQSPr6+nqbZyICs2UMBBHKbj4ma2pEQNIbulKJaJCQgr5KBYAojhPaZ6qeAhKHPWliu2BmpH1GO+kjjpPI0ZsidvM8d1IqzO+01hh4ymzoNrCQye+jKGJmeprJyUluPHMicbRcBwdhOfKGppVcmAa5fdODLcpU2pnI5wtsbFRZWJhnsJxldXUDo6wbqwQRK2Q98tmkOXG7ukF1s4EQmrGxUZaWFxEkYlVxHBP5Ps899zyf+9TDHL/+YIIi6ixht6fKG8W4GlzXQ6kQKSRayB46HBNFicET0qHebOBk8mTzWYb39lMproPsonvooIpDPFcTBD5BpwtoXM+BbJlmWyLFdclSVIoEd1S4boKAB5HG6WUDjdKiycwm9S6J0W22tvrJmdeiMEyuOUUvUypGCGn7Rw4ODTFUKXFxfom2HyPDDm+cfZVqowWZIkIposiglFtBZdohgO1Z+yRATDkdySRM9GJ3zK30HEvvo1sGMEmkvGdeSkGsNVoKIg2xJ7jlrtv5xV/4Oc4cP04migj9Lhv1DYSKCX2fnOfh9BAcM7983ydfyFHI58h4WXw/pOvH9I+W6XajHoqf1LWNHx7nwx9/mD/7iz+hXWvTjOrgaBxXUirl0AQEfiOpew0ljsjhZVyEl3nfe/4pOn7qbeuOz7X72d69ezly5IhVE5RSMjY2xn333WdLDNJZerMOYAu9ePTRR9Fac/ToUUZHR8lms7zxxhtWLOy1117jySef5MEHH7RB48c//nGuXr1qa9nN9XQ6nW31/GaN9PX12b68JuNuHFIjuGMCyDQtNI1AOI7D7t27LXXOCHKl6Y6mNtIgsEawxiCofX19tvn5ToQzjbiMjo4ipWRpaYmzZ8+yd+9eS7udnp62VL60Y7vTtqadViklBw4c4MiRI+zevZsnn3zSXge8t/WH53n86q/+Ko888ogVUUrXtfX19dmxSYu1GOEXIYStiW02m5bCaM6RvlcppQ2i0+OQHn9IamTn5+dJHzsDS+NYF4tF6vW6vTfzWjrY2YnGwvZ6ujRVMQgCLly4wDvvvMPJkyftfRt02TxvY5vT9OD0czLP3aDUxWKRYrHI2toaq6urFItFS3tOByEGYTJCjEZAZ//+/XYupAOIp59+mk996lMcOHDAIlppkTNz/eZZpddnGm1vtZKuAcVikfHxcYuKGpTbJONNb0kzhkboJ33v6aDfvNcgp81mMynP2sE0KBQKluJrxswEmebZmj3FBGrm+nfv3k1/fz8vvviifUYvvfSSFcc09Pb0fadt686a3/fbKtP2+P1sazrQ3DkX0gml9J6aRtrNun7ooYf4h//wH3Lw4EE7H83eZ5JUBnVO15xms1mbjDItbUywng6Y+/r6+MhHPsKf/MmfWFEpM3+LxSJxHNNoNOz+aITTjJDajzp+ksDyHwP/J+D/obW+KhJJ8y/+BO/bDfypSGpBJPAVrfW3hBAXgC8LIf4X4HXgj3p//0fAF4UQV4ANEjn2n/jQOiFxNcMucWMTz3EYLlW4587beHR5hXh5ERUrnEjRqdbJDQ0hcZGOSyCSwfbCEB3HhErjazh/8RKvPP8CD57ch4oDBsZ200ZyYmCciICz585zZWkB1qv84PnnufnYET75yU/RN7YH9+IkX3/yKTZbyyATtU+k7NG04kSp0nHJO5oH7r+Z5144y8BgmepmgBYCLbYmGJBQL1MZ3/Sm6LqJYqt0JHHPGTf1JVEY4rkOkZcYm6HBfrTSCSLZbjM6OtqTL2/jZjJkshkC30PFMZ67Jchg6AexlRkH3+9SrVbprxS4/vqj7N27h6WNGvVmByNQaRZNOmjb2ngFaBetQpYWF7n97uO8+NwFJi8tgvZQOmnIrpRCSBctYsb3jnDnzdfxmc99GC8DQjp0On5vM9gqck8mfkIZNEGk4ziEQWhlm82GvHPBWwMtJFJsbc6O56LV9hoRpWKkTKg6GxsbyXPRW/V8sJ0mkVbU2rlhpT8/7dAn1/Nexc4k6AR6m+PY6FjSyNaRyReC2ZlZqxBnKUdiaxM1G5/SIUkriy2KVrFUJF/Ig9C8885FxofLLC2s2KSH6tWzqsjnsUe/y76RR3jlB0+wulHDzeR54EP38ZWv/CX0WqpEvft64403+NTHHgTVJSMVEpeMVyYOQrQWdIMuGS/XMxbJ3MdJ6pClSO6jG3Zp+20OHztJpa/M3l15lmbfwvUSEas4TsYsjD38bpJkyGayOI5C6Sk6yiWM7kCIXFLrrDUqDthY32Cz2UY7hUTkKgqtJHc+n7fUm1wuoZb7HT9B0VOZYN1LGu10fpJsS4KG91Uq0O0wf3WWdhcqnuCdC+foRJp85r2Zz+1opejlGrZn7DUgxY46EN6bYd2ZvYctIQvzOa7rIcR7DV9yPnCyGU6eOsGHP/EzPPDhBxjM5/GCgNZGFSVU0g/Xd2g0AtrNFo6b1LUNDg7avUTFsL62yejYMG4UUK+1KeY7CCHpdmtEYUypVKFU6ufUzTfwT7zf5Gt/+2WurV0hU+yiVJtC0WV4dIRYdcCNECLPlUsL7N2zj2Zzk5/y46fetqb3b+MUCpHUQd53332srq7a3nSQ0Of6+vqALQc5jTCZOXj16lWee+45zpw5QxzH7Nq1C9d1GRsbI45jnn/+ea5evUq1WkVrzY033shnP/tZ+vv72bVrF3/913/N5cuXrUNqgpx0bVAmk+FjH/sYTz75JMPDw0mpQmodmWtOq0rutK2O4zAwMGAdW9iqnzMBkgnkTD2bUa80lLa0Kmm6XjONMpj1Z4LdZrPJ6uoqlUqFU6dOsXv3bpaXl+14mGey837MWjfjobVmcnKSBx98kOeff57z589vQ2/T+8yBAwe4++67+dmf/VkbYJj2DqY+1dgR85mGkuf09mfTE9qIaqUDuHRiwZwzXb9lxj4dCAqR2NbFxcVt9N+dttVQmdPU2/SxkyK73bZut7s7530cx+zZs8fONRMQTE1N2f6Pxt8yYIAJxEwiw1ynoY2bVjcA77zzDmNjY0xNTW0LdCCpD/3617/Ob/7mb/Ld736X+fl58vk8Dz/8ML//+78PsK1dyauvvsrHP/7xbaikEVCCLSpumrKZRnmNr9Ptdjl69CiDg4OMjo5y8eLFbfPXjJtB1Uwd5srKyrYkjbkPpRSNRsMqKSulrKppp9OhUqlYUZ1isUitVqPZbFpF07RehbneH5Ub6+vrI4oirl27hu/75HI5XnvttfcV6jHX9n7BXnoOwPaA3xxp22r2g/TvzdxMB/fpfrbpc5v3ZbNZ7rrrLh555BFuueUWu97MejJ9clutlq03bbfbDAwMbBMAqtfrDA4O2tfNHDVr3wSIe/bs4Td+4zf467/+a65du2av17QCSiPxk5OT7N+/v9cG70cfPzaw1FpfAP5F6uerJNnRH/e+t4Cb3uf3U8Dt7/N7H/j5H3fe97xv6/1045gnX3sZvbrK5tw8t957P8cPHuSVsd343YCovsza4hIbi7OcnDhAJLqJkmqskErhaUUnDFBSstnx+frXv0ZYX6W1kaPRbOKVh2gtrqNRNMI6b89cIWx1KZUGma42cN+doht9k2x/P77UPHznSb4XdFlcrROS1CypWBErjed4SQCp2hw+rFlvB4TRIC+/WEXKDGG4ZcTjHZk8MxmNX2gyot1ugqp4vY0kimIWF+Ypj+7ClZJ6vUqlXMHLZpEiESHodDoMDAzgRwGdXpBVKBSQCLyUJLVBAC+8c4H/+B//I5sbGxQ8N6lddR06rQbdbpcDhw5Z2q7gvXz19CIUgJYOrpOhUdc88/glpCNxZYUwDqHXEl4KQawEY+Oj3Hb7DRw5NACyQxi5CJEEe9JziaKtgMlIjYPH/ffdTyH/OpubTaYmr9lrMjz7nZv/lgMvcVyHa9PT3HP/fYRRCHG4zRjTq3dcW1vr1QIk70tTf8yX67pWal+IXusSvVXtZrJl78dfT29oiXEE6fTIjSKh7W5ubqK0At1TVQwCSuUSd911F88991xK0nqLomwcHKETNV0zftlslkqlj4yXodlucPnyZRobJZSSPcplnAjIaIXfarC+uszCwgKPPf4DuqEgV5Ts27eXvv4y9XqVI0ePcPHCJZxeQfrq6gpjIyWUjnDI4nk5kCFKagJEbzMTSOEhXQe9I5OodUS+VGDf4ev5wi//EpsZRTUbEwJaCYRwCYMY7UkipQiDmDhOAq9CvkwsKmjdy94pBTLGEZqpqUnafpeQPAJtg0rz2cZARFGUKDmrhO6cVmQUYstYmWcvAGRSJxv1qCX11RVam01i7dFYX2JjbRUtPNDGYeoZgXh7o2cpJYhkPf5vOdLnSmfU00bSdbZ6wqUDUEFSM3TbPXezUttganqKA1d3U5jYR9gNCOIOoVaoUKGjCM9x0a6HH/hWHt44Z3EMWjlU1zfJ5jxKpRyx0kipqNdrCcrrKKIM9GeH2TM+wZ0338n+5i5kYZZuuIqXDSmUoNUOyBQ8HJljeGAvjU2fSvmnG7H8abetqfejlOLKlSs0Gg2Wlpa49dZb2bt3L7t27UJrTaPRYG5ujgMHDjA8PGyd7LTTZhwU3/f54he/yNraGhsbG7TbbQqFgn19Y2ODd999l06nw9DQEIuLizawMU7jQw89hO/7PcG0LaqfQRLNGh0fH+fIkSO2D6Q5j3GQ0yjMdtu65RSa5KvpRWhs8crKiq1/M/dgAiRTm5T+e+M0pvfdNC1venqaf/fv/h0LCwtWUdXzPBqNBkEQcOTIkW3P5YNsK2wJgrRaLR599FEbfKWVec2+NjExwf3338/BgwdtcJR2hNNlLcZmCiF4+OGHKZVKbG5ucu7cOXtNhuVhgoKdQaUJtC9fvsw999zzHt8mPfeWlpbodDr2tZ3IskFaW63WtjrJ9LnMnvOj5rc5zPusXew54iagT/sXlUqFBx54gCeeeGIbxdKMUzrZkUZ+C4UCw8PDZLNZGo2G7SmYDmTMdZj1Njc3x9e+9jV836dSqXD48GFGR0dZXl7mhhtu4LXXXsPzPCYnJ9nY2KCvr8+eL/38ds4PYwPSe7wJFAcGBvjN3/xNS2k26zkdKJnkvEkOmDmbDj7NMTU1ZenmgEXIzHMxYxgEgS2l0npLSXpn0LcT2U4nv5aWlqzA1eLiIvPz8/Yed86f99jWHXMiHQDuPHYm+825zfxJ29b3m987g9VyucyDDz7I2toaFy9eZM+ePYyNjdk9Kh0HmKSUaQFkEj8mSQWwublJJpOx7VaAbZ0LIGFgDAwMcM8993D06FHbFkZKST6fp1arkcvlyOVy9Pf3W4XqDzp+pGasEOKcEOKt9/k6J4R46wPP+v+jQ5MEaUrHREQs12o898LzfOVLf8na0hI//N53cGpVojhmfP9BMoUygR8S1ussXX6dSj5ioOJC5LOxvkw3aEOoCJVkcnaeqYtXCJtt1jdqrNY7nF+usZEp8crcCk+9+TZlD/ZWstTWZikPZimMlHh98m3OX71Avb7AsYND/C//7t9w9NhRsllB3O3ia59QRISdmLDjM7FXcvqmAr/wS9fx8U8eoX9A4EgXgQvaQSlBqDRJiwsFCqTWCJ00BYek51DS6xD8oNe7M+Mx0NfHwX0HKRbzxDqmUCqBgiiICMIujiNt/7GslyHrZCjmiglSKZMMrYoDUCHdKKIaKP7m69+gtrRE3OmgY0UQhdSbTVrtFssLcwz2VfjwQw+DSNDgQi7HdUcOcvDwPtxcDul4CC1BCaJYEcYBkdIoMmhRIFYFtHDRAiIVE6NxMh4HDu3jwP6D1Gt1wqBL12/TabUIul2UBqUdFJJYA9JB9WrThIQzN9/A5372ERrNFlnPw3MkoAijLpoYIfU2JyhN4er6XTzPQRMTRj7dMGn4HusYpRORpVg4LK2sEccaFSf9E02vS8327CekNiqtE3RTC9AJ4iqlC2w5Hsn72BJbEUltY4IIJ/WdEnAlXL5yhVgLshmPfDbHubfeJlKavQf2c+DwITK5pOmu4zqJ4FMcI53k+1htqboZw1osVRLZcMelXmvw6KNPkpBGewZD9a4/Vohul8e+8zjVTZ9YaaIw5OzZswz0DzIyMsR9996BowK6nTaNjQYvvvg6Tr4PoR2ElEjHwc3k8NwseSeLS7IGpJMhk82T8TyCIEST0MK1cMhlSuRyFR755Z+nOAC5QptCoYPjbFLI+RTybSrFKkP9NcaGG+webTE6vEmx0KG/GOHKLpHSSDQyClDtmLfOXaYlHGKlCAKfbuCjSBgGQRgQxRFCSoIwIAiDpH5SQKQ0saY3l7eSQVsGVvVqUpPgbHSgn2atwWbDB62obzRQSiR/o0z9rnEytpw66wiQzBd6CSu03FY3aSaOAbW0FiASqnjyHolOyl7RWtg6CossgVV6FlIkFy0FuC67R8d4+7XXmboyyZ49+8g6OZaXlqnVq3T8DlEUEBPiZhyK5SLFcpFcvgA4SOmRzRbI50uEkUK4HoVyP162RKkyRDZbRGuBijVBEFGr1qlW1+mGbQr9BVwvw+Zam9WVGhnXoevXef2tV5lfW+eVN67yzLNvUKuFBK0MzbUsP43H3wfbCtsRsU6nwzPPPMMf//EfMzc3xxNPPGGdxIMHD1IoFKyYyeLiomWNxHFMvV7f1k5pYWGBc+fO0Wg0WF9ft0EpwMWLF3nuuefIZDKMjIwwPT1tBSbOnTvH+fPnWVtb49ChQ/z2b/82N998s0UITT2Z7/t0Oh327t3LiRMn+MxnPsPDDz9MX1/fNvqmCUp2BpXm95A4emnEwKi89vf3Mz4+bmu/TF1aOohM91A06Fy6fUTaQQ6CgC9/+cvMzMzQ6XQselmv12k2mywuLlKpVPj85z9vz10oFLjhhhs4fvy4RYzSzrNZz+bvzf4BWzVqnudx4sQJTpw4Qa1Ws4Io6fpUcxjn3pxfCMHNN9/ML//yL7O5uWmD4TSSZf42bVtNYNZut+3YmuBl+56ZvN8I9+y00WaOpv/f+b050sF8epx2/s3OYAiSIMG01zFI+JUrV4jjmMOHD3PddddZ4Sgzzung24yVSTq4rkupVGJ0dBTXdanVanzzm9/cdm/pZEwQBHzjG9/Y1gv8+eefZ3R0lH379vHggw8Sx1tqvs8++6wVzjFz3dBwDVppAAMzJ9O0YcNI8DyPn/mZn7HUZhPImPeYREWpVKKvr49isWhrnc1zSCeYzp49a9dWu922KrmZTMbONyPKY9aaWR87/0+v2fS6FSJRRq3VarblRpqpYM65k52wc17sRLV37ovmb9JzJ/1/+trSc/tHBahmf5iYmOCVV17hnXfe4dChQ3Z+GOVhsw4cxyGXy1EoFLaxBkxNrAn0i8UimUyGYrFoBaTMNRm02OxpruuysbHB8vIyruvSbDZ54YUXmJ+f57XXXuOpp56iXq8Tx7EtgfhRxwchlp/6wHf+VBwqEafQMRExVxYXeOJ7jzISaN7yffbtGaM6dZkbjuyjU2uS2X+Q7uYSKyvrTOwboVVbJjOcp69Yol5bJ4oDXFyU9Lh05RqxHxGF0A41LV/TdjL89fe+QdyKyKqID53eh3soy3XHRpA9lfcDoxMUCnnKpTJ7xofZd/1hssUSB/aM0lqpMuNXkTJPJgo5eKjAb/7Pt1EqahobmtFhlztu38VLz1UJY42OJKGSBJGGOGkc7ziSjOvhei7Ccwi6cVKA64d0g5hQQcNvMxhkqdcaXLp0mbsPTJAvFmi3u8SBQkUBnahrNz7HcYjDiE6zQalUQsVGujnAlQ6NTovQKfDDV9/kh088je4pRoVCEHgetVaHpdVVkJL1ao1jRw/z2v79jPVVKGYkd9x1K7fdfQf/z//yJ8xfncWvblKr1ohUjHYgFrqnCpqMoRE80SKpl/zEJz5GHMUsLK/SbndYXFyjeWSCwnAfAgetJVEMGgfHTVRNYw2xFrhCUyjlEPUW9c0GDqBVRKAi4jhESoHWcYLAsX0zCeMI6Qr6+srEcdDrKRiQtBRxeoG/BiWZnlkgVqJHqUzQpCSU0KhELWcLqbQGEhJ5IEESMQpLP9xu+Hp1lgaeNNfYe6dWCqGTDVQhyedyzE/P8MbZN/HK/bi5LCdOneTatWsIBK1mK6nbhSSwBAi3nBGtNY7r4GVzSOFQKZZQQZdcvkKoNlB6pyiCA90u01PXUHg4JCJTzzzzHA8+dD97J4Y5cf0hShlJtxshdJYnfvA8D37iowzlvOR2ZNJSBp0kHhynN1ZSIh2BFMlzUzrG8VwkORztAi4hEZlMTEmHxEDJdcl44HdifCJiFSN74yekSBDNqIqImyjKCB0h4i6ttSaTV1epx6CjkCDwieIQ6STU9G7YAeGAgG4QoAyNxfXe44SlHczkWWlirVBaIjQErQb1epZ2pPBcTRQ4REogVYiKHWTGoRtEyVqUDrJnj7ayp1vBpAlc7WxJGVshjRosPSGehAGgezW1UoPAPMvk/cYAKW3YAj2H0pEU+kqUC0XePX+BzHA/U5NXGekf4uDeIbQLTqjoBhGtsINSMblcnlJfhVyhxGatmThXyUXT35/UJxXyWbyMx+DAAN1umzjSDA6O9JTtfCr5MlIqcGJO33YT9UaTqLCPMF5m+kqV5bVBNi4GRJTIe3m6Ncny9AZr89v7/P0UHT/1tnWno76+vs63vvUtPM/j7NmzTExMcPz4cU6dOmXFZKrVKktLS4yNjdm+kIna9HbV0gsXLlhKuemVBvDf/tt/s9/feuut5HI5Dh06ZK/l6NGjtifbvn372L9/P+VymSNHjrC0tMTKyoqlmR05coTf+I3fsLTVwcFB7rjjDl5++eVtbTTS0vlpR9sIixi00jh19XrdOq4zMzMMDAzYuuF0oLpV1y9tkGiUN03AIISwvTXPnz/Pt7/9bYsmGOpaq9ViaWkJIZL+nSdOnOC6665j9+7dZLNZ7rnnHu69917+03/6T1y6dIn19XU2Nja2NTZPI5QG+QAYGBjgH/yDf0AcxywsLNDpdFhcXKTZbNo2L7AdhdmJLOZyORqNhm3XYgIhU2KSRoTSTrdhLhiRkTRqnA78Aaanp7clOcycTCeBzXvSAejO4DFNN3y/YydbKB1omvrHTCbD6uoqL7zwAuVymVwux+nTp5mcnERKSa1Ws5+TDlTSQkZGBMowzcIwpFKpvG+wZAItQ2E2SZ7vfe97fPKTn2RiYoKTJ09SKBTY3NzEdV0ee+wxPvGJT2xTZU3f08560vR4mgAy/azS9Of+/n47L9PzKp20MAhm+lm1221LTTXJn7TasqntA7a1gzH6EGnUcCdSaX5nrr/dbtuWJWk2WroeM62Amr6HHxX4mSP9bNJoYxr9NYGbOWf6Wk1tovns9DMZHBykVCrx0ksvMTw8zDvvvGOpyOl5ZBJophbVlOWkVYlLpZKtVzXBvplfpVLJnscwKAAOHz5sWwR2Oh0uXbpEs9lkaWkJSNb6wsICy8vLVp34Rx0f1Mdy2nwvhNgPHNVaPy4SsYCfpDbz7/wQcYzWASqK0GguL84jhMPmZpV2vUqlr8Tbb73BdXfexmR9nT0nrqfb3sP60hVkNoPWEXHXp68yxkBzkG59AWQGLRNhmjgKieOQ4aFBxsfGcLqb3P/Ag3z1K98kam6ysFHg7tO3MhZrus0mvt/pGSpFHAZ4XoZGs8vcwjLZ5ho3HdnNHYfv5unn3ub6sSz/5t/eS7GwSRiFFHKDCE/x6c9fD841nnp6inoXQpEEEjlP4mUkfQMDjIzuolptgFBo1atvCIOkDjNhQrJRb1Dv7+Otc+9w8rabkbksfhAQdYJEICWbZEL6+voSIY18nlKpBGgcJzF4QdcnjiQyk2fq6hxf/rMv0W62EGFgs7GtVouYmGxGIrVis9FkaPcE4+O7CJtNgiCp1bzr7rv4531DvPD08zQWVzl39nXevfQucZQUY6ezR3Gc8Luvu+46BgcH2b1rF8uL84wMD/LupUVW1wKabZ+hOEbKrUJ8IbCCJ8ZQub3i5nPn3u6hhAmdsRP4NluWLDhNguxsZb+0UsSxso5DqEK0SgSUpCSBEpG0bFF9D1rs1b+lM987M2DbaBH2NUO/2qLPaK3t6+n378yQAfRV+si4Lq7jcOGdC1ybm2XXhEux2SCXzXHixAlmp2eYbk9bI2A2xMh10GrLGHiuBwgajU0GBgcJ/Dbj43uYmp4jDLfoLEJKlNT09ReJ19pIHaO1xPe7hKHinQvvcPLUJ3Fco5SX0NAWF5d4661zPHDLCZTojbUCIRy0yCBdQTYjQCj6y1lU1CXoKnJuj0aVKRJEyaYdtrusX5unnW0gSx6ZbIYwdNDaRbouQjh2jiQxem+Od9u9Ot4YFQVcPH+BtWqdIHIg1ERRiNIK13GtEXUdb1tNlnCcBKHWW+IHaefAOj4iCf6UTqi3a2urbJRcQjSBipN2JFGczCmx5fRqvSXSZOblzqzo+x1b83hLkMA4zK7jEvSMbvI3ibiQMXR23u1wcLK5PCMDQ8zMzBCGEZ31DZ76wRPsn5hgsN8jcqAvW8D1XFzl0e6G+AQ4jkfGcylX8tuQhrGRIVxnS02w21wnjDVRrKzSoud5+H6HfDaP5yVoSH/fALNVn0r/Lu686Qjn3nqT/PwKUyvTTK2sUFu9RHdTIdRPJxX274Nthe1Z98XFRRzHYX19nfX1dfr6+jh79iy33XYbm5ubnDp1ik6nw7Vr16wTqpSyiIZRdxVCpMoGNCMjI4yNjdFoNPjIRz7Cn/7pn7K5ucnExAQPPvggURRZgQ/jsBrRCt/3mZqaotlscubMGSYmJnjiiSc4ePAg/+Jf/AuLDFYqFTzP45Of/CSe5/H973/fyumn0Zzh4WH279/P6uqqnfemfCHtiK6srDA4OMjZs2e57rrrrC00QarrupYaa4R8TIArhLB1l8ZpX1xc5A/+4A9sewHXdel2u9RqNYsQaZ2UOoyPj3Po0CErjON5HsePH+ff/tt/y9NPP23bsLzyyivbAui0w5vL5bj11lsZGhpifHyc+fl5RkZGePvtty2l1Nyr2TfNWBoHPu2Mv/baa3bOpGmMpuYx/fmwZf+M45tGoHbSkdvtNuvr6+/Z59K2dXuJxHtFVdKvm/05HRSk0cT0+9KHUdWUUnLx4kWmp6fZt28f9XrdIsfT09O2b6B5tqb+Nx1omZrIarXK8PAw7XabvXv3cv78eTv25rqVUgwPD9uAzNTLBUHA+fPnOX369DbaZRAETE5Ocu7cOW666aZtwXE62WH2eiMgZZIh5iuNpl+7ds0GIfl83gYf6fpic39mLM36hiSImpycpFqt2oRSWlHWMB8MTTtNfd2JdJs5Yr52JiHiOGZ1dZVyubyNKm0CPfM376fKnJ5jH4QuppM0aTaCSUr5vp+yrdt7rJrnkbbjxvceGRnhypUrhGHI0tIS3/ve9zh8+DClUsnW8RplV6PobOZXmuqqdSKylU6kpPsHGwEks28ZFoWZ57VajcHBQT75yU9y9uxZ5ubmmJ6eZnp6mqWlJZrN5rbkxPsdP9aICSH+CUlvq0HgMImM+e8DH/5x7/27PuIwJFABuuMTxZpWENBu+5SyBQpZh/XNBsurKxypr3Hi+oNMr9YZ3rsXP2iwVusyuj+H52piIhqbNfJCoqXAj0KWFhbRcYwWiijwyQiNE0ccPLCXM7feRGe9yg2n9xOhCFWUtFTQOlF9BUquIJ8vEWiXZjtE+j60N/i//vP/mU98apO//pN/Txgs0nYkWntkM0WanRqokM999jSF0ghf/qvXES1NNhszOjDK+MQId913L0urTZ544nmiIMB1vN6G36PKapDSo97ymZpdpFQo8sMnn+JDH/8Y0pEI1wGl6HQ65HK5VA+yDcqVEp6XwXEFsQoSdI4M1dUaf/iHf8qlty/0gnltJ6jWmlDHSGIKnmA8nyXvaDKuSysIUSrgwjsXmJ2dZfbaNHPTM6zOzLNn/z7wHKbevUgYBnaRFYtFdu0aQ2vNrbfeSqPR4PWzZ/FEzO33PECn26LZnGVto8bu4TEQHm4mmwSMvSyM2RBtfWgU8c6FCwCEUWgNu9kQk40soRems8yxUjhKkc1l7aKN4rgXSMQ9vFBRq9WSPnwkPSl3brSQKMemDd3OAnJ7/igik3G2bRKJUfC2bbRpZNNsbovzC6wuLjNWyLK+sYEC6s0G+zJZ6NUeBd1EHdUEGsbIeW5So2rGLCkQTwz7rtFhvJ6EfD6Xp9Vqb9t08/0VPvIzD/HyM09RX18nViS1niQG5dFHH+NXfvFzNoA3huDt829z03V7qZT7kDKplc24Lg4BOgjxtEQQ02qtkvMcpBLUVleQuGT7B5H5CiqKKObz9OeLVDfm6ba7eHmXQrkf6VZQIQgh0cLoHCmUVBAH1Dc30OxBqRAdBbz55pt0Qo3SAhmHqHhLzt8YMVOjZSkpUvbuFfuaeW5plEahEWrLYK2vrRNMjBAKTSfqUWxF0oNU9FBC6AWV+kdnU9OIgPk5HQxmslmKpaShu1mzUgi6ftcqaUopWFtftnUV0Osz5iUORqFQ4PDhw4zv3s3VqavU63UiFRP4Ic1qnaeefYaxkY8jKwWiTpdivoyXyVMqJU2dV1c2yOcc+vqLFPJZtE6uY3buKsuLC0RRzMDAALlcjr7BEYaGRnv0fodWq0mcaslTKBTZ3KwTtAOuLM/h+21K2RE2V6e59NYlmq0OcdCjo2v1nvH6aTp+qm1ryikzDuvm5ibFYpFCoUC1WmVhYYFms8nRo0dZX19ndHSUVqtla3DMXGq329YBDMOQhYUFi9gZsRqtE3XYu+++m1qtxi233LLNAYzj2KKZ+XzeBmqbm5uWgvuv/tW/4pd+6Zf47d/+bZrNps3GGzQnDEM+/elPUy6X+cu//EtbSz42Nsbhw4d54IEHWF1d5dvf/rYNCE3NlrkOz/Oo1WpMTk5SKpV45ZVXuOuuu7bVxwdBYAXQpJQWAUz/jVmzrVaL3/md3+HFF1/cFlwZx9s4xJ7n2QbnxnlVSnHu3Dk2NjaYm5vj6tWrzM3NsX//fqRMVHUN2gOJ03jo0CGUUtx1113U63VeeeUVhBA8+OCDdDod1tfXWV5eZteuXUgptyEs6dYh5l7iOObcuXNore1zMPWZUcoeG7tqfm/mV6FQsK+na99McLO5ucnm5uY2lDddzw7bk7bvZ1vN9ZpANr1Hm6RWOgAz5zO20HVdZmZm2NjYoFAoWGplvV63gZkRdjPvLxQKduyMQrCxueVy2SJrhk5t6Iqm3Yg5+vr6+OQnP8mTTz5pP9fYlddff51isciv//qvbwuU4jjm7NmzXH/99ZbGagJLM77m/g2qp3Wi0Gqu3SQzPM+jUqkwNTVlgz+jtLwT/UwnDTc3N239tVKKl19+2c7Z9Lw2yQqT9DRBppkD6QRGWpgpXbdonrt5znNzc+zbt88moczfbtX2bymjmjF7v6TC+9lWc7ium9irvj7uueceDJIsZSJ45fu+RWFNL00zVkZQSOuklcjJkyfZu3cvV65cYX193e4DKysrPPbYYwwPD1MulwmCwPZELRQKdDodqtUq2WzWzjetE4bCysoKKysrxHFsn1elUqFSqVhWR7o8QWtt6a+dToeFhQVarRb9/f28/fbbvPrqqzbxlU4s/ajjJ8mO/p9JBAFe6j3Uy0KI0Z/gfX/nRxQGrLXWWLtwjZJT5NC+A3jSAx2jpcTN5wljxbUrV3jgxptQpQrV9XX27z/E3OI8R6+PcXMd1uozrK8tcGBsBD+OqbWbrK6sILRC6YjV1SW6nRZSxcRhg5tOH+NLf/gl1OkDqC7ESuJ4RbSviFSXbCZDLpOjVOrj8bPn8LsRo16GkVKJ4UqeW27Zzzf/vEBf/gCtuEmkOkjp020pVJTBzdco5wQuioGBMjdedx3Hrj9GJ97klttO8b3HX6LZ7uAQopXAdbO2HUMMdNsBxUKe9XqLyavTOLLLxJEjZEplIqXwhEMum6HRaNhFLaSg02nTbDYol8t0Oq1e4B7x6OPPc/bsOaTSSAQ4W4FPEAQINO22orm5STWzzJEjR3AdiZSCOFJcevcSX/zTP2NhuUGr3qLoZZNMXdQlfie22RjXdTl27BjHjl3HN7/5Taanp7nn3nv40hdfJi9jBvr72H/wAG++OUuj1asBkQGakFgroniLTmM2pjCKWFpd59KlS4QRkMqGGWMTRVFP8GZL/EBrnVAds9Df1584GDoiDAISUZmEOihlIkZjja5WCC22lbsJIZCO3LaIfyTSpLayfmm00xzGOMEWcmkMYKfd4oVnn2Mw5zA9O0utsUmm3E+1WmV0cKjXB7WL6iFsprYhTYcALN0sm81Sq9ctFaJQKDA0PMz6xsbWpi8E93/4IW44fZLq3CRvvfE2kU5npWOmpqao1Wq9MZKgkrGbvDJJvV4n42VxHQ8hXKJOjdriDBnXI/YjdBjjeopOt06z0UWQoVwaJD8wQmnXBHIY+obyeJkMKtAIKahtrNHodCkUHTKZAq7by9wZupSOiKOAxmadKAqIoi6d1iaXLl0mVBDFiozqId861ai7J6ZjaHGJoRZWsTkd+L/n+Zrn3qujrFarrKyt0olDIi2Q0kE4ClcmyLXWRqZcYGov04g1vBexNN+ZOTE+Ps6pG2+gr6+PdrtNs9nE8zxKxSJxMcmiVioVyuUSrXaDaq3K5JUrFlESPSr63r17Exn/Wo3luXmCboBG42hQYUQ3CMgVC3i5LAXHI+PkyOYKAOTzBZrNFo3GCkvLVbTSCbtCKcrlPnLlpBG8yORQjkcmm9/mbORyeTY2N2g5LVzlkfcK3Hb77Xztr77C62df5/zlKU4ev4F9e/eRfSvPph8QhYpYd9F8cB3IT8HxU2tbTSC3urpqlQNNEkoIYUVp3n33XT7xiU+QyWSo1WocOHCA1dVV9u/fb8+xsbHByMiIra0yNKo4TnpTGupbq9Xilltu4Xd+53e4/fbb7fw2Tb7N97lcjlKpxNmzZ620fn9/P4VCgSNHjpDL5RgcHLStpIzTp7W27BwhBGNjY5w+fZoTJ07Q6XS44447+N73vmede/N56fYK9XqdSqXC6upqL2n2KAcOHCCbzdr92KCpBrUyAXQ6ADE25rHHHuPZZ58FsGiE2fcNyrC5uWmDmGPHjtm/i6KIN998kz/5kz9hZWWFRqNBPp9nZGTEOujGAc5kMtx2222cOHGCv/iLv2BqaoqHHnqI3/3d38V1XX7+53+eQ4cOsbq6SrPZtMG0CUrMmkw75VEU2ZZjQRDYwMo48GmnPo14pvctoxJtEEwzDiYQunLlij1vGikyx06E7YOcXvN8dtYUps+Vtq2ARR03Nzd5+umn+ehHP8rVq1ep1WqUSiXW1tbYtWsXgFU1BawwT7FY3PYZlUrF9gE1CQFIEup79+5laWlp2xz43Oc+x0033cTMzAzPPvvstnuMoojz58+zvr6+raZVSpmI7TUa9vrNHDR9Z01wL6VM2oT1kj/lcplKpUJ/f7+tz8vlcna81tbWrLp3uq43TUWO45hms2ntZqfT4Z133tlWamPmgUnSmvlk2AHpINjQps19v9/zTaPdy8vLrKys2ERUurbVBJE7n/OPs63pw3VdDh06xG233UZ/fz+tVotWq4XneZTLZXu9fX19VCoV2ybm4sWLzM/PJyCEEIyMjHDo0CFKpRLVapWpqSnL1AGsOq9ZvwYIMAGk2Rc3Nzft3DPPtVQqUSwW7R5kUNV0YsgwK8yzcxyHY8eO8Z3vfIfnn3+et99+mzNnzrBv3z5yuRzVatUmmHYmb94zRh/4anJ0tdZBKjvk8l6ZiP8uhx8pXnjuNX74zUcZzub40Bd+gd27RhCNDo4OIRYIL8tyvcPM9ByVoRFGK30MDQ2DlHS7kPOynHvzRfL/H+r+PMay7L7vBD/n3OXtL/Z9ycitMiuzKrP24lZkcSmKFLemKGm8yBIE22rA02M11EajMRioewYe2N1GYwaw3S240d5kt9uyIJkUTVJcRVLFqmJtmVmV+xKRsWbsb7/vbufMH/edGzdeZZZKGsgqHSCQGfHeu/e+e885v+X7/X1/soyw8rT8Nmt3N9i6u4xUPkJYbO/WWV1fpzRaJPZqjA6MMDA+xO9/94f8/Bc+iu0opJsHqwB0yTs21YqLPTDC17/zNWy/i+VEPPrUY7i2S17aDI0MMT52lGbQYr++iaBDwZHECGq7NUqO5JMfPs/s3EMMD5YZHxyk0domb1tJwKY1IoqJrRAdR8SRTxRGRDppuxJKQcF12W002d2vsHR7kekjM7TDDgiwlMXkxHSymDs+yAjLjnpBWoso7hJJl1tLG/ze732NOAyQKkKIpDYwdaABxwKlBF4UMXdsgem5KSbGRwg9n9pOQKfb5a2LF4hllaFKlaFKCUvAxvpmQl2NoxTWv3NnkXq9RaNew/ebPHz2NJXhURpba9y9dYMjx45x5WaJrurgRXtgS3TgoLWViP30hI6iMKG5oi1efukN/E4XlCSMApQ+yGAeZChByAMDCqC0JJdzKZVcVOQlCIgOiGMN0klq04RibXkJHYeo2KijHWxgkJGkzmxWWSqEGVonNEiz0WavTZMgpMmmKHvB4cFnhRAUc0U21+4hpAVS0my1mZSSdqdNw3EPbZaJzHuE73cBjW0nwYvt2Fi2jZNzGR8doVGvU6vVmJycwPcDjh49wu3bt3oOg6SQL5F3cvhewM1biwm6pBNFV01ErGN2ag0WV3eQbo7Y80BbONqmUa/jqRB0Qjl1tc/6lde4/vJLnHzoYURP6KlYLiEshRP5SAu63Tr+Rov27j1+su/xhV/+q0kD81UbzwsJfMFIpYorc3TrAWE3QFqSUtmhXLEpWhKRi4nDOpHvo1XI7to6m/stgthGh11CDVpHaKWJoySo1AKiqJ+qExPpw+q/5lkeyob2npPSEShJ4GnurW3jWHl0LPEjj8AP0bbEsQXSsnEdSRgrQn2AXiY9NzWmL2j2HEIIlACnkOPE0aO88LHn2dra4spblxCWRNoWxXKZVqvB/t4++Xyert/h4qUN2l2PYqnEo08+hR/43Lt3j6mxcQarVcIwotVocPPGbXb29hL0VQikBqlA+TG3F1eonHmIXLlIwXIQQgES4TgMDg2Ty1k0m7vs7+3R6QSUKxW6viLf63sWKYEjbYIwoFqpkC/kkgbdeZd8IYfEQscWKhZYwqFarOLXOzQ2d/nB+vcQtk3k+8RRz8EAtH7fsEofNN63tjUMQ65cucIf/MEfUC6X+cpXvsLMzEzqwBrnzIg9DAwMMDg4mDbWNpTLmzdvpu2djIrrjRs3UsqnUWw0DtrQ0BBTU1N87Wtf4ytf+QpCiDTpaBC0arVKsVjk61//ekrlevrpp9OAZnh4mLGxMXzfT52hcrmMUord3V1yuRyf/exnOXbsGENDQ4yPj6cOt0FBjA0wzl3WmTI0183NTYaGhlhaWmJmZiZ1ZI3TqJQ65CgapMUEW+vr6/z2b//2oaDAOH5ZZMoks44dO8aRI0eYmJjA9302NzdpNptcuHAB27YP3f/V1dX0XAaVeuutt6jVauzu7uJ5HmfOnGFiYoKVlRUuX77MyZMnuXTpUqoK2S8GlEWbzL360Y9+lPZkNsFzFg3JoolZpEprTaFQoFQqHUJBzHc3SbrFxcW0ZtPMmX4kyzyz7D00/2bPbdBSE4imdjnzfoPe9R+jUqmwurqaBrL1ep25uTmazWZaO2s+Y5IR5tmbYxq6pOu6jI+PU6vV2NvbY2ZmhiAIOH78OBcuXEjbSpTL5RTtvHnz5iEGjHkeW1tbLC4uJj2Ve3Rzy7LY2dl5R1uzO3fu8Md//MecO3cuXStJ+ROHgsxut0utVmN7e5sXXniB4eFhHMdJ0ejR0dGUMm16eBaLRUqlUrrWjRiPECKlzxsEOzvPzVqABMkzyZSUNZaZd9n50Y80mmcsRFLGtby8nIrYmOs29tKgo2Z9wOH62mwCJIuEQlJneO7cOT7zmc9w7949Ll68mCZ6DOJsUMRut8sbb7xBo9FgcHCQZ599Nt0DJycnGRwcJAxD6vU6V69eZWNj4x0+YxRFLC4ucubMmTS4zCLq5XK5x+xpU6/Xkz71vRpKMw/NvTL32gg4mcRydkiZJJNN79jFxcW0zjebGPiTxnuxvD8UQvzfgYIQ4gXg7wB/8B4+9+c+ghhef+ktbi2tcqu1Txh7TAwPslyvUxDQ7Xj4ocIu57j05ls8/PDDTE5NoYGxmSm2dvZwJ0e5dvUm/8Xzn6cZhrR8jzdefh3VbmPpEG3lGB4bZ2BohIgWlgrRfpuPvfAc//Kf/e8sLq1y5vQUMudiuwpLOrhSkCsWWK/7vH3lBrZfo1LJce4DzxJrQaFg8fGf+QQ3FneIhc3ebiJGokKFJibnVpmddhkZKdONcygtKBRc8rkhdBRRrVTQIlGItW2JJcCxEnQQpRBaE3QShNXvKm4vr3Hh9QvMzI6hVIcgihkbmMQPujh2nq7fJVZdpN0lX5A0mi1cp0LDi7m7vkUYRSSt3ZP6UaUOZ3RUBELkqDVa3FleQeZcVJw0QffDpO3J9NQkA7OnWV++Czbc21hn595WiuSYhby9vc3ebgPfayGJsF2BXSwSacndmzd46sPPMXf0OO3uEh2/hYpdcq6FbedQOk6UQ7VMWnmg6bQD3njtInEYAzGh6m1kqk8IAI3UiXBQ8qMBl3zOIY66qMjtKaCGRFGIlhrHlnS9gI3VVSK/i4oj4jjCshORlOwG8G4opbkGSBBLpSS2fdCkOTG0iciQMeo5N5eoamYoRp1Wh3azA9IiUgrXzbO/t0+hUGB6fAK3JwMOmlzOPdRs2LYdlE4UhoeGh3oZ1wZaq152Lwl2hkeGWFiY58aN22gliMOYH33v+5yYGGVxZY0IhSZKAgERo4iIY4fVe7tUR4bY3G2ihU3JdaiUBxC5AuVSmTiW6LhDd3eT9uYW4fQMleERIq1YWlxhbGgcqWFtZ4WhqTnmJgap7a6ytrSP19VUS6MU7TxeHDE7OodtFSGyGKoMIcoWURhSqthYjo9rC0IZQtwlCEKkDVsra7R8hR8qdODj90R6tFK9OZqUP/bTsJJ1cGAos8+z39HpPWDQCqEs4lCTd4vQDZHaiOokyq1Wr92HiCLQMchEyVjpXtKjf/5qjUYiXZsnP/AMx2Zn+MmLP2ZtdY292j6hVhTKJZyciyst/K6fGtsojvEjTblapR2GPPbEE5x4+DTdeh2lY/Z2t9nZ3GJp8Q5+mIgGmLpSHUas3lzi3iNnUGfPIt08Vm9PCkOFijVSWpTLg7i2iy2LqUBJruAQRgGlQq+5vJPQyvZribpsLpcjn8vhug5uLofluES+ZuPeOqceOcdrb1wid/kqjVaDLjFC9+jOvPtaex+N961tVUrx0ksvcefOndSBHBsbSx2NTqeTOumvv/46jz76aCpBPzIyQqPRoFgscvnyZT796U+nAc6PfvQj2u126gTOzc0xOjqaJvl83+fTn/40/+gf/SNu3bqVKp6a4NLQwJrNJq+88kp6XR/84AeBBJ34/Oc/z8bGRurUGnqqUorh4WEqlQoLCwvpejXUvzhOhPDMejLOt6lFMjbPzN9ms8n169d56aWX+PKXv5w6qsPDwykdNuvQmt9zuUS0amlpKaUCGyfbnDtbZydEUpe6uLiY1iR6npeiO9PT08zNzXH3blI7v76+zt27dw8FqEop1tfXU2TTXI+h5N28eZPnn3+eY8eO0Ww202CxUqmkiI+xF+baut0ur776anrdxnHt3/uygWI2cCwWiylj6IDhEh66V6urq6lCqAkszX0xDn+/bc3uz+Z3c91Zx9y8Zo5lqLKm1i/LBjLKnIbOXSqV2NvbS5HGbB/jfD6fqmaaxIdSKu3BmsvlqNfrKKXSAF1KyejoKGfOnOHNN99E64TS+PWvf50jR45w7dq1dM1kmTFRFKWBihEYGhgYSNTcM883jmN2dnbY3d2l1WoxOjqKUoqbN28yNTVFHMcsLi5y5MgRxsbG2Nvb48aNG3ziE59IRYqCIGB2djZFKicmJlKKqglQTT2peV6u66btYozisLnvZl6akU30m+eVncPZ53k/25pFrc0zMsG9uW/mGvsp1dlzZBPE/aUln/rUp1hYWOCP/uiPuHnzZko3LZfLKbJo9kuDHpo2Se12mw984AOcOXMmaQ3X83c3Nzd5++23070h+x2uX7/OY489xiOPPJLufyZBopRKg3qTtDC149l2R4bWb/Yuszdla4DNPdjf3+fUqVPMzs5i2zb1ev2QMOGf5Mea8V4Cy/8O+JvAW8B/CXxDa/2/vYfP/bkPIcAWAs8L0N2I1167iDUyRdDxGKhWcB03aWXQy6DduHEDrTXz+Rx2wWE/9FlZvMvY8DCxA532Pn7XY311FR2rRNXT6WUylELFIUSaMO5w6ugxfv7LXyBqbSatD3IFKuUcXr2F1iF2YYKr15cJW3s8PF3mN/6rv8HZJz9I6AisXJsPf+KTyEBSr+9x7doVFm9dp1Hrsr9b5/RD89iFQYIoJI5iVOSTy1Wx7TxR7DM1PYbjCHQ3oTNWKpXU2JkFYjZq27bZrTX40R//hMmZUU4+epyCWySOE8pdspnaNFoBUbcFIpcUPkcJjXFza5Mw6BlVZTaDwxMsjhOj0/W73L27ztzcMfK5At1eNstQgE6fPM6t69dRQcjmxiZ+5+CazeYbBiGxiJDE5BxJ6Ldx7KT+cW9/l9GxUWZnFrhzdZV2I8aqKGw7RIcaP4yIEMRRhOmks7KywurqWmoQzGLMFmebTGC2yD/ZZBLxJsuCMPQR0kqpkVZPprPredTrtUOZZvRBcbahGPQHJNmRRS+T5xdh98Ru+msIzIZoWW6vPvZgoxFSsri0yFtvvYXSiriXIfT9IK1FMo6S4fubzJ3WdvqcJiYmkmP2xJlMxlbrxEEbGxvn5s07xErh+11UbZ9mu0GunEfvxYl6lCUQKGwBKo7ZXl9jdnaK69cXkRYEQZf9/RpdD1y3gteJ8bwApaFUKXPxjQscfegkpeERLFui4wgtBGNDo9S2t7m2vczG5gojR59ESoejR87geVvUwlqi4OprQt8mDhWBH1BwXby9Nq4r8UWXfX+HoeFZGs0moyM57m1tE4UxWrvoWBALhWWLzHMFrQ568RmnMwpDlBZpneXBMzxAnc3f+p2dOIpQVq9uVyeoZkKvPqzUlw1aD4zfO+dPdWiQZz7wDL7v8YPvfo+97e0ERdDJMdvNJqp+MD8PoSQkCLIWSWBQrVaYGBpMlOEaTW7duJmsTS0PZXktIclpwQ++8W22N9b43Bc+y7EjswxVikjXQnsB7XYDR1rQQymMM5Lr1RbFSpHPFVAKoiAmCmICP8J1A8SgRBESBV3KboXA1ywu38QtD/P8Z17glVd/ynZtL1W2/UsRTh6M97FtFYdocq+88gojIyO0221GRkZwe6JoUkp83+fq1asATE9Pp4GYoQkKIVLHcmVl5VDQZJw4sze3221OnTrFr/7qr6a1dYVCgcHBwbQp98DAQEr1m5+f5zd/8zd56KGH0ms/d+4ckAQ+S0tLqVrqzs4OZ86coVwuU6vVUrqnQZHiOD4UJBhKba1We4dtNbRyUwc1MzPDI488ktbcwUEz+kTd2E9RHfN919fXU5Svv6bVrE1DD+x0Oty+fZujR49SKBTSVh1xHFMoFHj00Ue5evUqURSl9VH9ttVoC0DCWDFokwnAh4aGOHbsGK+//jrtdvtQY3qDQGYRppWVFa5du5Z+VxO4ZVGNg5KBg2ESEoZqm20en3VaDY06e3+ye6uhtfYHJNnRb1vvh3pmVYtNIJhtH2Ku98aNG1y5ciV1+o2isRGlMarCjuPgeV6KNprgrlwuMzU1lYqvGBpitVpNA/epqSkuXLiQPvednZ2UdmuSJRmGQ5owWFhY4M0330zpjZubm4dqSg1SWKlUeOWVVzh16hQjIyOHaMFTU1Pcu3ePtbU1VldXOX78OEIIZmdnefrpp9OEhEkGmARHsVikXq+n/Sv39vaYmprC8zwcx2F1dfUQUmmC+WwwZ46bDeazehlmZG3hu9lWM8/N3DDDJGr6GUZmrvQniM38GR4e5lOf+hSe5/G1r32N9fX1lJ5vEGyzT/Qzl4QQ7O/vc+vWLSYmJhgYGGB0dJRr165Rq9VSSr+5PvOvuQ9f/epXWV1d5ed//ueZmpqiWCymqtWmrhMOFGcN+GDWvUHUDRJr9r1SqZTeX/Ps1tbWKBaLfP7zn+dHP/rRoVYtf5rxXgLLT/SMXWrwhBC/orX+V3+qM/15DK0puHka9TZWHJOzC7R393GkREUxIi9Q6HSzMLSSdq2BHbgo12Lx+g3mpmdp+G0Cv0XgdfDaLYg1wrEIVUytXmdvd49SBWwkKo6wIo9nnjhLuzaCFCG27TIzM0a7VicnA6oT81x+8cccmajwlU+d59zZY9j5AkoqoqiDoEigbJZX71CvbzA0XGJkqMixhWl06NDFpRuFeM0mJVtQLueSPnqqy8TEEINDFfaaSR2FySqEcZy0Fsw4jgpQWtBotllf3eDMuYeR0kUrgdfxKZbyhKGP7iF5RtXM7yr8wO3Re3qBEgeOW3aiKRVTqVTY2tqmWhni1s27NNsdCvkCnSiiVCpy7tyjHD0yR7FYYnVljdWVVVBhQkHNbJRCaqQKGRsb4Mj8OKHfZmp8lLUbi8RRiOPYlEpDWKJKpy3JuRFSdpDSJlaSMNbEMViWndagZJs9m1qPLCXHnLufaoFQjE+O4TgWCIVSmjgOMeqtSml29/ZoNlupAT7YWA647GazLJTyKbUquxEe+j+CRHX2QLo6m8E7CIATyq/rWukmHPWcs6mpKQqFD3Hr5l1KpVIiyrCzm/bBMkHRIdQNnaqLFYtFdnd36Xa8VMCi0+mwt7dHq12n6yfF542ghVSSyPe5c/c2Jx4+wfr6GjqI0FJQLOYYGx1ieWmde6vLHP/QeZIZGaNUgmh7nSDp/akV7XadZqdOrljAW9vkxuWr6GqZrgqZm5nF8wO2NjaZGB0ibLTIF0rkci6gkHaOttfGi1pY0qK11yUOcrSbPlJq2jokX8ijtIOTy2MpF6UE+/U64dAIezt7KCWIwuTZCctOjmtJiBRwIKiTrSfRWqd/P9iW3lkPmQ0SzT0Pw4ictFLjZ0mZBLCZ9RtFEVEcozJrJDmvTOehuZ6h0RF2dna4fe0anXaDSCX4se3Y2NICnVBxw4wDm849QxXr+ty8ep2RsWHk/NwBJbCXoNAiMRkm0+m4NkJC3Oly4eU3qO83+fLPf4lHHjlJtVQiX8ih4xBiTax02n8r+R5JKxXHdtN7opRIwFkESmn29mrE0qeaK+AULS5euMK1mzeZOX2GR86c5f/663+X/+dv/vfsN+oEWve68bxTMfl9Ot63ttUkmXZ3d4njRFxpZ2cndUTNvTXZ79S2tttp0Hn37l2mpqbSwMrzvDTgMQHF5uYm29vbPbGwgzq8D37wg+zs7KB1kjydm5ujVqshRNKn7nvf+x6zs7P83M/9XFp3aJwks9dvbm6yv7/PyMgIIyMjPPTQQ4eCvmzzcEN3nZiYSPtnRlHE9vZ2qlSZDS6ziZ69vT2Wl5c5f/58Sns0tVHmc1LKlF5qaJ3GMb2fo2xGHMcMDw+zurrK6Oho2gLA1HJVq1Wefvpp5ubmKJfL3L17Nw0w+4MQc2zT/9D3fSYnJ7l27Vra+mFoaCitETViPMZBNcGEmQMGMTb3u59emP0u/UGzUoqFhYU0wZktQTHv39zcTFun9KOvScnJQX1foUep9zzvwba1l5Q1+6UJZMz54MCxN4kFIyhjAuepqSk+9alPpeJNnuexvb1NrVZLEUhjX81xTXBfqVQolUrs7OzQ6XRS29put9nZ2aHZbKY1wCao8n2f27dvc+7cOW7fvp0er1gsMjMzw/Xr17l9+zYf+9jHDt1bI8Ji/tbpdNJG92tra1y+fDmdn/Pz8ylFc2xsjHa7TalUSvtRGoaCaWlhvqsRe6vVaun6NWKQWicCPuVyOVVZztZ1Gj8k+7zNMzKJcvOZ7Mj6a1m0sT/5GgRBqq6cpbLCAeso1dfomx/ZYQK86elptre3efXVV2m1Wum6NskHc9xsPXZ2zRk66euvv87MzEy6noAUyc0mS6SUqfZFp9PhxRdfpFar8Uu/9EscP36cQqGA6x6UN5nvaPZeExCbunjzvuw1mTpYI4S2tLTE5cuXefjhhzl+/Di/+Zu/ya/92q+l5QT380kfNOS7vpqM3xRC/K9CiKIQYkII8QfAF97D5/7cRxRGBN0uw8OjtFo+zVYXr96kvrNLFCTGoJvJBBjouba7h9/2qHVauJaNiiIa3Saddo2g26a2u4tx22Kh2drZ5sc/+jFB1ycOY6RSiLCLIxWFYhEhbSzpMDQ4wtjoJAPVQapjE3SCDl/5/Kc4MjFEt9UiijziMMIObHTgc/36q6yvXCP2myi/jep66CAgjHwC5YMD7VYLEUZIGSNETKx8LBsq1WKaLU6UHeWh4AYOIP1Qa7xuwNUr1wm7IRYWUagQQuJ3uygVMjo2wtjYWKp6t7u7R6PZ7BUFZzI+mY3YnC+R4paMjozx5BPPsr/bZHvbbJQ+9XqD//A7/wG/02JgcJCNrR28rk8cdonjg8L9tHZNKD7wzBOcOX0cVMDHn/9owln3Pbpdj2plmNHhOXxPEoUKP+g1ZVcxQRj0suMBYRBy6/btNGOXzUr20zCMsTKbX7LBwdjoMJqYTqdJGPq910z2M2R5eZlOp30oo5qglAcZJyAtaM82ub3fT/LsDmfy7kfL0L26PlOPAUnfQZOVfvTco5RKxbRNgAbcXI4gDJMWIaoXNPUQVikkIyMjaY+qRqOR1kbs7e2xuLiYFsXv9HqWSWkBGh2FLC7d4akPPM3HPvYcJ44fpVfmycee+whFx6a2vc3AYIXpqXGESCjfUmpyeYsgbNMN6vhBnXzRplQpc+bUaeZmZpNWAQOD/Mcf/5RvvnqFXVFkuysYGJlneuoYQ8PDSRuegTI4go39LXbqNbBsvG5IHOXY3m7R9jogY9pei82NbbyWT7PeZnV9nUgrur6PikFrgYrBBDZaZRyj+xgMpQxV9sC4PSiwzCYtEnTtwLhpnYhFmfWQBq09qmrWaCXHOZwEsWwLL/C5efMm7UYTFSuU0GBLMDVFSmEhkCl92rSxkdi2BUrjtTvs7+6ytbHJ2toa3W6X9fX1dM3EcXSoBsXJ5whEEnirTsSV19/mX/zv/4qvf+vb1JpNYh1TKLi4OSd1uuM47inTWTiOSxwnKsfJjiuxpIsUDraV6wnx2AS+Zvn2Gl/9/f/ExtYe260m67vbfODDH+LX/+7fZWJkDCuTLPlLEFTC+9i2hmFIt9tlamqKRqORNhzf2NhIM97GiTe2Z2trK+0f126304DEBJSmLtA4UFpr1tfX+fa3v50672buCyHS+iEjhDE9Pc3IyEgqRvVX/spfYWZmBs/z3hHsrays9PbmTlo35vt+Wq9nWVYqXgcHLANTo2lZVqrsaILgfoqcOafnebz99tuHkDfDklJKMTAwkNapGWSj3W6njp0Z2SDHnG9wcBDLspiamuLZZ59lf3+f1dVV9vb2aLfb7O7u8i//5b/E8zwGBwe5e/cunU7nkI0z9s+c64UXXuCRRx5BKcXP/uzPUiwWU4qcuc9mX8rWp3W7XTqdTvqsbt68mYr2GCfZvDf7PIyvkK0vtSyL0dFRgEM9Ec28iKKI27dvp8jyYdtqHWLdxHFMo9E4NA+y9vSwbT2sXpqdM1kkzQR8WfaIoR6fOnWKYrHI2tpaeg2u66ZBtgl6zeeklMzMzJDP52m1WtRqtcSO7uyws7PDrVu30t6A6+vrh76buc8f/vCH+eIXv8i5c+fSYOeFF15IA8WhoSHm5+cPndPQIU1SJ5/Ppyqk8/PzDAwMUC6X+eY3v8kf/dEfpfWIExMTKSXWHMdQrE2/UuN3GDEfgGazyerqahrEbmxspD5KNiFgnrFZJ2aOmuvOrkczHmRb3+3HJIuyayqbwMiid1n/sx9gMIG1qZfMMi6yVOwsiGD+b4I7rRMaqqmJXVpawvM8bt26la6L7PUolSgmm3N5nsdLL73EP/2n/5Q//MM/TMsJspRW8z1NDaWTlj4d7C8m6ZHt3xlFETs7O/zu7/4uGxsb1Ot19vf3OX/+PH//7//9FGU39/y92Nb3glh+DPhvgIu9339Ta/3v3sPn/txHEPisryzhSEWr28bz29iWxLFsFBCEMR2vy4i0iSOFZTl4nS7La2uMBB18EaI8jwHbobOxQy5qoaVgbH6UnY17WMS97IfNiz+5yNmzxxgczKER6EiBCzES2y6glMCJwR0eoNx1qJRdfuWXf4Xlt99CdG7RCXx8v4XMlWk2Qm7ducb2zhra60IUEYUxtrSQjgNCEHkN0C4RCkt0UKGXCPNEPkp3CCNQgNYKHSdN4+lq8gWLKIzxg6QHnopBYBFakvV7O+zu7uHm8ygJnY6Pm3OQEoKuTxh0qJQGWVlbodPpElgWXtcnigOMGIfmsOqllJKTJx5ieWWZUrHMq6/+lI7XJPR98mWXQEfk8yWa7ZDf/fe/w/knn+YH3+0puUqBsOzEYVcaKRSWDYVCnuGxUXKFAkQ+p44e5dhDD7F04yJSawbyBeqNgL1ui8GREjIIkFoQqZgoDAnDCNfN0elGrK9vp5sZcGhD64f3+6kQ+ZzLwsI8XqdBGCUZRssp4joucRigVESzvoPKBJXmHAKJJBFbMcGHeS07shm45D8HQaMZ9+sZpFAgJWEcEfgBAoltOVSqQ9RqDWzLIp+zadZrNPbrWCQtJqRto7UiRIGQqFghNMRRxOT4BEcWjtBut7lx/QZhD41ot9s9h4BegJ20t0nUS5PvcPfOKtcv3+BLn/sZ7DjkRy++TKdT5+nzxxDd59jZ3WZ6vMAXPvMR/s2//SpKO+Rti259jZXVOpYUhEEDlbNpRS3QgqZjs9xo8cevvc1uO04ouKsbVB45RcfN4eZyjE4MYQuPRm2X7d0GjbaiFbYZq5Qp5XNcv7vJ8Oggs0eqtNp77NV3mJudZb/rsb29TNAM+OjTj2O5BXSsCMIIbQlsJFpZaQJBxYkgjOrNEwTEWhFrhdIPbqzcnzE/hFhGEVL01jGSKI6TZFbGcKVzVmf7tfYqCXVSk5sYZ0HQahB02sQq7GXFNCqOCYlRQiZhmxBYMmJkKM/+fpdumCMSCheFUjEIgWM5dJoNNlYV+VyOe/fuJdeARqkISwmESL63RGOpBNEkVriWxcbSKpfeuMyXPv8F8sUClt/BjyOUI9DCwnJsVKyxnRzdrodrW4lir9aYu2UccyEkdpTQY//d//F7XL+9Qn58GP/iFSIvpNPx+MAnP86dO0v82//wr/GVItYCoRT2+z+4fN/aVlMDKKWk0WikCpPGSTJUPUMjNPvEysoK4+PjaU2lUdQ0tUZzc3MsLS2lczmKIr773e/y6KOJejEcULm01imNUMpEsdJk2H/t136NGzdu0Gw2UwfS0MNWV1fZ2dlJAx7zmqkzMgqKxtntrxE0zqj5u8n6G4THII0mmBJCsLS0xM7OTorYGKqqOZ6pQzM0VUORNRTBfmcZkjXw5JNPcvXqVYaGhnjppZeo1+spqmVquxqNBv/6X/9rPvjBD/LVr371EPpmgjJIyh5Mv7xSqUQYhszOznL27FkuXboEJK1cTJA2PDyconrGUTdIrOd5aQuKd7Ot2SAiG5gXCgWOHj2aImuFQiGtozVBnunj2W9bD+2Lfa9lh7mX/TRJo9ppHO3+Yc6RTZ7kcjnGx8ep1+vMz8/jui47OzuMjo4ihEgFkrKonJlPURQxMzOT9h+9dOlSqsZeqVTSe1yr1d4RDGmtuXLlCpcuXeIXf/EX0Vrzne98h1arxdNPP43neWxtbTE2NsbP/dzP8Vu/9VtondTY7ezspIGE53kpTdbM/b29PX74wx9Sq9WYn5/n1q1bPPnkk+n9HRgYQOtESXlraytFLc38uXbtGmNjYymbYHd3l4WFBXZ3d1lfX6fT6fDYY4+lNHND98zaQRNEmWHumbnG+z1XMx4U4Cil0gSHGWaeZo+ZnZuHbevheaCUol6vZ/ygg89lqd4mmBwdHU1RXTOXzefy+TzNZpMbN25QLpdZWVlJv59B0831mmswgbnjOFy/fp2xsbFUidvsq+ZzJmA0zIgsem6GmZvZe/7v/t2/4+bNmwwNDfH666+nLVM+8pGP8Au/8Av8k3/yTw7tJf9/97EEhkgk0W+T9Nk6IoQQ+kFP+z/j8H2fdrNOGHpISxBEEWEcYhct/DBkZnqGocGBJGizbAQCx3ERlkWj1ca1BMVSmdX1NYTyGXUVpdFBPvT8B7l68Rq6G6AjjYpt2p7H3m6TkeEyQRQShRGukCBthBIILBwtsYp5hvNFSjmHR0+fYuPWIiqyCZRmZ2ebbrTN2uome/s72LZCBQHEMVEQEChFdWCQWIXooEMYxiig3don9Ns0/JCcrdFxQLcbonTiOMZSUcq55PI5LFtTrQ6ytbVNGMdoBbaUxLGm1emyvr7B2OQo9PoqhqFO0AqtGB0dwg8D8vkCWBbdVnJ8QY8Gq+nRFg8296QBdoVyKenNtLR0hyAIKBbLiaMKlMpVhodHWVtdZ339a3z2hY9z4/YtvG6XxVtLdL0aOtYIqSgVi5w7/whDI8MJwhGH5Gz45V/5Zf77/8d/x97OLo16m/HJKd587Q4nj48RBx10XqFwCf1u4qRKwd5enf39xqHMmNk8slnLLHUgS8ko5HNMTIwSx71AONbYdgFUjFaKONIoFRwSCzEblIoPq/sZ5Ovdlo0JGAxima0FyVKxegcCndT++WGIFDZaKhQxCEUUh5x+6DiLd5axLQutkhqPYqkEXYnf9dAkAYtxGnZ2digWkzYRrWYzdazq9Xrv3sQoHfZqDVVP5TZB+bqdmNdfvsDzT51nqOLwhZ/5MF2/jWVHPPXkMWI9h+26jFUHmJsaZXXHo+A4OLrJysoKxbxN3s4RSkFcKHD52i3eurfD2n4LKYv4UdRTDK3y0huvcmdwgI996mP4uYC7a1d47Qc/5vbaCi3lga9p7S5TLVSwHMBWXLl2hcpADukIVrfukhuIkE7EvZ177DXbFCplhNYgNMpK7m8cK6JIJaJY0LtfKmlDQ48RoA/TePpHNoPaj2IKIXsBakITjZPTHzKu2WP0/z/7exRpIt/Dkhotev1IsbA4oHmbdTE6UuWxc0f5/ndfBW2DtIniAN1br76XUHysXpY6VVI0c1NFIDSWknitFkIkSGQQBshYYrs5rl26yv/0D/4n/tv/5r/i6NRokg0PfKS0UEogLQsVReRzbpq0sBw7NdgpTU1rbDTf+Oo3+P4Pf0yAhFaNne0dtne2ubu2wrPnHueRxx5h9I9KNLodmp2Q2Neo6L0Qcv5Cx/vatjYajZQNYzL6JiCamZlhaGjokJNu+qOZeqtSqcTKygpRFKUtjD7xiU/w8ssvH6I3mlqykZGR1LE2fR/NujHHz+fzOI7D7Owsq6urKUplgleDBBnHyji0JlAyAa8J6EztuVHUFEKkxzQ/+Xw+vR6jomqcLGNTGo0Gy8vLTExMAAe0OkMLNAqQRvgk25oCDhAaY1ullGlblaGhIWzb5u2336bb7abN34UQDA0NMT09zerqKr/7u7/Ll7/8ZW7cuEGn0+HSpUtsbm6mtq1cLvORj3wkVfU0Dujf/tt/m1//9V+nVqvRaDSYnZ3lxRdf5NixYz1bXkyDJ/MsDNpm0DnjCL9X25rP55mZmUntWhAEKbUvi3Bm9ztzT7OBajZ4eNDo35eNk25sq0FzzTVmUSjT7D77fOI45uGHH+bGjRvp8y2XywwODtJsNlM0yczvdrvN5uZm2npkf38/PadBAM1cM0FIFjEzVMjnn3+eSqXCF7/4xXRdPv3006lIztjYGAsLC2xsbKQtQm7cuJEG7QbNunTpErdu3WJ9fR3HcdIAemBggB/96EdMTU3xwgsvoJRiZ2eHl19+mZs3b+J5Hkopms0m5XI5TZxcvHiRcrmMlJK7d++Sy+UA2NjYoNPpHFIeNffW7Cf9zKwsym3+/iCUzLxmnpn5mzmPeZ7Z4xq70s8eyp6zf5haxiwbJvt/c37LshgeHuaZZ57ha1/72iGGnDm2KRVwHIelpaWUgp71FSEJ3Or1eppoMftiPp/ntdde4x/+w3/I3/t7f4+hoaF0npqA18ynLGJp5nA2EWOu/w/+4A/45je/iVKJyvD29jbb29vcuXOHD37wgzzzzDOMjY2lCad+CvH9xnsJLF8G/qHW+p8LIQrA/wi8CHzoPXz2z3XEcUSr1aJer6V0P6kPNqZ2u02pWCCKApSKU/57rpAnbseU8wW8bpft3R0Cr8HA3DCDbo6F+UlKA1WCwEeHMZqYWIXs7dWQYg4wdMmeiEem92A+n6egLaSS2NJCSIVG0Wh3aNy6gx8GBEFEFCSNvG2tkyClt6l0ux6BVkRBlzgCoTTFYgGI2d7epZzPkS8X0UQgDig5xhAhI0bHRul0PJrNNnGcBABKJA7rvXv3OBueJo5IJ55Sirru4hY09WaTe9tbVAYGWVxc4sbVa0nfQa1RvWACOJQFWV9P4HMpJe12QgvN5fJp1sNkObuex/rGOs1Om09/5tPcXV3mzq3bQNyrq1KMjg3z+OOPMjwygGVBrEIKBZfjx+dwnTyeF+IHPrm8w/bONl1/Dkslcu2xjgjjCAWUShrP6x7KXGVpOGaBZY1I1khJKZmcHKdSKQEhlrRBWwgOFPziGMq9AmhjmMxGE8UKFb8zMHjQ6A86shufydpmN0SRvAnR63GopWB4dIBPffqjTEwOI6ViemY6VVE0io2jo6Pc21gn0CBFEixEWlHKJw3pV1dXD6mLZTd6rZPg37JsojBpJYIWoK3ev0ndqVIxGh9pRSgVJkGIBEcqrILNRz/yAf7T917h6JFJHOHR8WtEVp7YEng6JCi75MZLOJ0GNC0cW5ATGicfUR1xaAUhhQmXtmzx1s03uXD1VW5fvoYXhlSGqggUuVIR6ebQfotGd49QxIQotAOOa9MJGzS7PvsNTa1VozI4gNIxpuOD0gf9ttIMqyYNxPuN0DuDxnfSde5H00wRE0WqtBpzkNU1+0KWJpZ1trNzwjRezopRZHvC2bZNrGK6QZdjDw2xcrfEvXXNbi3A1wcGxxj83d3dQ9lz833M+Uzxv6HlQmKE/SCArsVLP3yR/6G5zz/8B/8v7F6P2DAKEcIBjKiGSDPsBl3KtjlQWlPfr/Gd736XerNJZNlEXoNWrcZuY59as86Ak+PUkSMcfWgOL+6wW2+xe69FUI9p+u+67P6ix/vWtoZhSKvVYnt7+xANytQvtdvtVNbeOLaGbqeUolwu02632djYoN1uc/z4cXK5HMePH2dkZCQNeIwjvdfrjQsH2XpDpTX0MtPDEg7sj1JJrdfy8nJKczVtP8zrZg4bxCHb39Igovfu3aNUKjE4OJjaU+NAmT1UKcXs7Cz1ej2l0Zp7EkURa2trPPbYYynimg2STPPxjY0NhoeHuXbtWqr+2e9UZ23ryspKGijX63XiOE7Fe1qtVloP1263uX076Qv8pS99icXFRS5cuJAeTynF9PQ0Tz75JKOjo4ecT0PTNIhkLpdja2srdSKziIpSKm0NY8o6zGtZ2woc2q/6GTgLCwtpwJGlDZr5EMdxTzDucGBp7md2P3ovwaV5r5lfBwm5KA0M+ims2TE1NcVnP/vZ1I4uLCzgui6lUilNJoyOjqY08Kw4zcDAALZtp0GXEaEy122efVa0JvudsvXDqR0WB/WAJhGRy+V44YUX+NrXvsbx48fToNQcwySGDAU2S5e1bZuBgQF2dnaoVCr4vs+FCxcIw6TtULfbTRWTjfqp53npnDRrxrZtPM/r+eXJOjFrynzXfoZA1ufJ+j3mOWTtnJkH5rX7BUpmmLWfPWZ2/pjryNr47PnMM1JKpaj6g2yr6Q3qeR4LCwucOHGCzc1NGo3Goflqnu3m5maa3Oqn42utU3aGWQvGvpuEwje+8Q0ajQb/4B/8g0Nzzewd2XtkkE2T6DKvK5WIpX3jG99I95jd3V22t7fZ2tqiVqtRLBZ5+OGHOXfuHN1ul83NTe7du5dS+R803ktg+Smt9XLvIj3g7wohPvoePvfnPqIoplZLhGsc28brdhM0KY7TJr/1ep18Psmkmv5T9XoD23Fo15rkSzmEsNnZ2cM+MsZgsUJHDDAyOcH6/g7aD9Ciw7FjU8zOTSAtia0TdVDdowFqQEoLaVkJrw2wsJFCEgYeeVeC7VDbraF0gOVILBSBH6XN283E6HTahMpHa4kti6gwTmiqkU+r1WF9eYNHHx9DykToxSBk3W43kfmXmq7nkc8XaLc8tEicM9kLQre3txKIPJfQe0zWyXYsvCDCzVfxugI/6nL9yi267Q6WkERBgIqipMZSHqj5meJyIQ4460kWhTSoTBxVReCHeJ7PzRs3OXZygTtLd2g26ygihAbb0hw9Ok+hmMNxJEJqhIZiMYfOFSjkiwiRZNhyOQc0dL0ujgiIo4gYl1gnFNEgCNiv7RPFSb/F7MbWj/jcDxkCzbHjR6hUi/hBA7ARwkH0aAS+7+M4+XQOHEZFVdKKIz4wAtlFnx3ZDS35w8F1ZbNC2Q1N6+S+aKWTOScE0nX4+b/yZZ79wDkcK0Zairm5GaQlaTabDA8PMzg4yNTUFLtbW4hIIaUgRuMW81SqVcbGxtjc3KTVaqUbWHZDFkJgCwutFWHURetecKAtQFIoWjiuBhGShEeKONYIbNCSglvAIsczTz1KIARPPnOOqLNIzpbkXBeQtMOQE+dOMj5eZurcLEIOsL2+y057F8cVKBFy9OyjFApVal6NsL1L1+vi6S779TYxitHRKjJv8cbFtzh2cp6m1yCKI8p2kUZzn8Z2A/IBQWxR68TstdqMT4wACSIbxwFCWSkSZwxN1EOq7ydgBaTOSf9r/c5VFjXXPWEspZN+pWaOmnmqlEpaaPQ9h6wDZ+ZRQh0VqbPQX3MdhiEaTcsLKFe7fPnnjrF0LeYb37jGbtcmCA/Wh5l7WSQiGxwbJyIIQwSHa5niOMZSCqHg7YuX+a1/8dv80l/9BfJmv9QxkDxzwUFtSjY5k10XOorwvA4BMWGkiaKAKBKEKiAMPS7nXXJ5yfD4MGOzRykPVXj9pbe4t7TLzmu771hz76PxvrWtRtXVSNWb9ghKKfb395mammJ/P+mFahKKpVIpRXiMUyKlZGtri4ceeihVRJ2fn2d7ezt1/B5++GHm5uZSqm3/GjKOMxxuG2Doh7Ztp+iZsWfmNTPink9g1ohZqwa9NIjjBz/4wUPn0vpAAVYIQavVSoNmcz/M3pxV4gRSCq2hnhlRlr29Pa5cuUKj0Ujr1QwrwFyXsa2GomoczOHh4fSaPM8jCAJu3bqVCu28+eabnD59muvXr6dUUnMNp0+fplgsptdn9grXddNAIwgCCoVC6kwb5za7Prvdbpp0ytILjQOcHdlnmX3t1KlTDA4Opkhxto1Cp9M51HYhSxHM7kvZgPB+pS39yT4ztD5QDYUD25pFyM1zNffoV37lV3j66afTvWlubi6leY+MjDA8PMzMzEzafsIcq1AoMDw8zMTEBOvr6+zv7x9Cl7J7ehZB7U9QlkqllB6eTTibvdMohX7kIx9Ba82HPvQh9vb2UoVbSOr0zp07x/j4OCdOnCCXy7GxsZG+TynF0aNHKZfL1Ov1tN+p7/up8J9pY/LGG29w4sSJlClQrVbZ39+n2Wymc8IEH9PT0+n1msRhlj6aDfDv97yygd6Dnmd2DprzZ5OuZmSFx/r9vtTH6aGEZhgtEwPeZMW8sgGjWZeu6/L5z3+etbU1vva1r6Wvm/WRpdpnn3HWthrVZjMn+pNUWmteeukl/sW/+Bf89b/+19/xnbJ7T/bvZmR9kWaPnWb0OcyeaBKFuVyO0dFRxsfHGRoa4uWXX+bu3bvs7OzwoPHAwFIIcVprfQ0YFUKM9r384FD1P+MQIpH5bzZb+GFMsVjEazcJexnDUqmE3/WAXtayt3i7QQhIXMsiiFu4lQJhENJqtlBhhFOw+MovfIWv/R8tZkcGaO1v8tlPfpDBkp0Ervpgw7SkhdYRSiX1UVJKHMvFEjadbpdut0XBjvD8gDCMCKM2rhK4boGQpBWDzmSr/MAnijxcO4+IFe1mg936PlE0Qy6X561Lr3LsobM4biKcYu5DkpkRCVqg94hjUFohLSvpz6gSat/qaiLIUS1W0gUbxzFhJySIYqQl2dxqcfXaRZaW1pI4p1eHZwsJtkx0PTNBThgGSJmInZimx57XJY4PRHlqtRo6lj16bkS9vs/W1gZR5COFBKERAqanJ9nc3GBs7DigyeVzFIt5ugjOnj3HxtomNW+fXDlHsVhMDH0uwtcKYSXUTiUSFG9vd5c4ig8Fa8ZwZIPB/o0KkkRBGPp0Om1sRyAtB78bI0SAZTup0+J1vdSZNueIo5g4Nro4B6hodnEfCiRFdrPUCHHgpGeNSTazawnRa1QvUUJw7rHzPPbEOSxHYVugdczg4AC5nsJfuVzuIck5XNtJ5pxlMzI2yrnHH2O4XKLdaKQGBQ6jpgfGz0GpECkFDz10EjfncHdpiVwhzzMfOEcur0AG6FgSR4I4tnDsMo5j41g2NpLSeIFPf/oZmp06tAU5K085X6XWDJicOkWlPE0z3mViZITjR8/y1bvfZm+7hZUXFAfyRO2QmAC/HVCtVPAjjyhM2uCEYcTm9gbNTpdap007bLLb2AIcrJogjNrUml1yQrJXb9HtFtjeaXF8dAg3Z4OvekFxMp+za0TFcUqDPXAMkgRT9pn2O1HZeWeGmTNuz3nRSU8Qs6Tv+5nsyD4TOKjPMLVdRh3OZEXN3EGD7doMjgjwNjn/6DTN/Vm+8cdbBOEBDceco5/+k80wJ9RBiMLwIMmmk36cse8jYomvY/7Td77H088+xbmjR1NEO5dL+tRZ8kBQIFuTZKhxAug0k4AgiGPCOEaoGCU1URDjNWNu3bzBBz/yAf6Lr/wiP73wfZqdbUancgTee8mb/ucff1lsq6nDCsOQcrlMs9nsJfWS2rBsrz6T7DAJKYOQmF6FJsixbZtf+qVfIggCxsfH2d/f52d+5mcol8vvSGr0ozdGyMdcmxG/MQIz3W43pcvCATpixF6Mw2SClkajQaPRSIOpH/3oR5w9ezal8pm5b2iLUZS08jBBjbEBBrG5c+cOnU4nbaljXsu24tjc3OTq1avcunUrvUbz3bJOtnGKs85lsVhkaGjokCMYBEG6Xxtnd39/n6WlpVQN3azj2dlZ1tfXU9TN7bX7EUJw7tw51tbW2N/fp1Qqpc/bOLEGnTHfyzS8zzqu/cjTg21rggY3m800QWVotqZdh9nLsrbVJK6zdundbOuDAktzfVlVzaxtNT/mu33oQx/iiSeeOIRSVavVhIXV7VKtVlPKtKnjtSyL2dlZnn32WQYGBqjX6zQaDdbX1w8Fh9kA0eyBUkrOnz9PoVDg7bffplgs8qEPfegQtdFcd6FQSOuHpZSUSiU++9nP0mq10qC4UqnQbDY5ceIEg4OD3Lt3j8nJSU6ePMnv/d7vpYFluVxOP2eosaZfrUkCGbSq0Wik4lHZZ9hsNhPF+N662t3dTXtfNpvNQzbLPCPzjN8N6c4m5bNB34Nsq6GNGnuSnQtZ23k/+2rmh3nN1DA2m800EWOSV+bazHtd16VarbK3t8eJEyd4/vnn+e53v5vaYbNnmGvOfq9+22rWSXauZJNmURTx+7//+zz33HPMz88fCirNPMom0VI/JrN3tdvt9BmbfQxI6zrfeustPvGJT/A3/sbf4Ic//GGqsm0Emx403s3y/gbwa8D/fJ/XNPCJdz3yf4ZhWxb73TadIELECqTGlhaRjvBCn5bvYVsWVqFAo7ZPN/Sx7Cma9SZgUa2W8fw2I7lRclZMImni4AQ+R0cr/O1f/kXsOMBr7YHqEOsIdCKYI5SAGBzpElkKHTTRqsZwvooXxnSUQyPYp9veI7JjRClAS42KNV4nQEeK2I/BclFK47o5HNdFWDZh20eFGs/bodPeoOJaxCqiPFCl5cVs7bQplvJoDhzfZLFArAStVuJoo5PJblk2SigiBRubba5evsWHPzJAJCAQNsISWKFNtTgEpTK5yhC3b68ReCGWkMRSonsqp0hB3Ms6QW8RRkm9nxSKUyePE4YapSRhENAMW71MDYBGiwjbgmatRX23g45AaIlG4LiS6uAgK6u3yBWOYVkW1dIg+ZyNYzn86t/6a3z7D7+PkIJmw2NgcJRuJLAthVABNoIwitAqxiKk3WmjpQR1OKDsd/yzI7vR+EFSe1AQgjgIEcImjiWWLZAyQSUD70BpLN0kVdxrQZHUTMYq+VcpkLIXSQpNUueaCUREgkJnDXSSPVNoBUrHWL0NR0qB0IpISmQux2NPnmegXMQWXVQUEUQBKo4SWflQ0PE8JicnUGgs20ZYNk4+T6laoVAoMjgwQOR3sW0L3+/2AqYYsFAqUey0LEEh7xBFIU898RCf/exzOLbGaz1FvlBkeGgQ4gAtJBILlMIWNjnHxXFzxEqDBbZQ2DJE6i7KcsnnXQqlCvf2ajxz5hk27l4j1omC6eDQELguFFysssXIxCh+o41Xb2M7LlpBPldiZeUezQbYTp6BYhGEYGyiTL3eoFodpN1tUfOSVjoVZxCXQQbGqzz1qUd58tQcA3GLiutg6Rgt8qAjlFZYtkUYRklddS9bkDUkSmuU0oecqPs5NPczYFokqtMIkbRhiROlZo1AaRBSJtRzfZDZzZ67PyNr9gKDyhSLRSw0vh8kdeDSRliKx54aZXREEjUH6HYUn/jyQ4wfH+Db37zN4h0Px0mC9VAFqbOXpSlGUZT2+EvUNVvUGy3iWIGOe4JEMUEcIyMbb6vGq6+/xez8UQpxjIwVKpcjFhD4icJkqVjCdh18r5u0R3EkURQQ+F1anQCkg6JNGIdYQhArjR0KZKzQeZ83X30NEZ7BUhWuXrpIHHto+d4ocn8B431vWx3HSfvzGYfF9AzMth7I5XIpCiOlTHtPVqvVtFWFCYzMfJ2YmODv/J2/g1IqVf3sRymNc27OaYJUs1caFMXUKwEpSmKCLpOUM03vDSJngtJarUapVCKO4zRg29nZoVqtHnI8jfOvlEqDa3OdJtDVWrO6usrFixf5+Mc/fsg5lVJSLpdTp9O0DLHTvfzgx7RJMN8n63A//vjjqZPf7XZTtChr26RM2j/s7e2lfxciqU8dHBxkcXExFRgyqrtSSn71V3+V73//+wghqNfrDA8PH6LqmdYYhj5oWk1kqZnGYX9PtrVHGTXBmQmqst/diC9lKZNm/8meOxt8ZJkVf1JwkhUK0lqn+1wWTcvlcjzzzDMUCoX0WIZeefTo0RRhnZmZQWudPlOTBDD/GiGrbIlJFqEyZVS+7/ORj3yEz33uc9i2TbvdplAoMD4+nl6z+ZwJKM08zw6TUKlUKimaePr0adbX11M0NlHzT3pv5vN5xsfHabVaKUJvAteVlRVarRaFQoFyuYwQgrGxMer1eoo6NxoNbNumVCpRKpWYnJzkmWee4dSpU2nAu7e3d0jJ16xt034na9/6n11/MJrdK+5nW7MIu3lvP6CQRfPNftP/+X7baoJJcx8M7d4kHZ599tmUMhxFEZ/85CeZmpriW9/6FsvLy2lrI5P0MeV55pkZZsPU1FS6B+/t7aX35wDMSejLW1tbvPTSSykqbOaF1jq9r0YUy4j5mL7qBp00aHU2iWXWhe/7/OQnP0n3pcuXLx9SmH7QeGBgqbX+td6/H3/XI/wFDse2UULQ6Qa4WkPXIw4DBAlFstMruI0lREoh4pjt7U38boBludiOJAg9Os0GlWKByekJlJbowMeOPEquIOyEoCOiKETagqSDYA9RihSW46C0TBRkdUDezeOFHkGoaLT2UGEHS9pEUUgQxvhBgGtLvE4HiSAMI6TlkJNJzxoNCfLY7tJuN4lVB8+ziKOQXLFKeWCA7e19VBT2UMiDZsFJWGIRR0kgl2ySyaRNMhzgdRWXLlzl7MNHKY6OgG3jWDmKhRyFXJ4wlyfUYFkOQnfToEwDWopUtTGXy5HL5ZKePlFC17NtiYoidCzIuW4vcG8RhppczqXVblPM5xgdG6G2VyPwYgQSIRKkxnZcgkhRr9VxXNnLtg3S9TqUh8c5ffoEd5eXufjWVVrNDpOTU4T+JgpJ0O0i/V52W0d47SatdisBgDKBZP+Gkf17NgsqpaSQLyTULOUTRQEQIbBQseg50ZIwMgqphzNpScD4zvMo1Z8ly9ZNHtScZQ2tikOEtBAiUZu1pI1lCWIdoS3JydMP8eQT57CEwhEWSibBwOTYJP/1f/1/4//8nf+Y9ERCMzM9ybViHtt1cHM5XDfJ3g8MDLC/u02hkCcMA+I4ogckI4XEsiW5PDz55AmOHZtiaqJCMReRz0kGC2WkdCi4ErRAxRLXttH2gXOYBNhguxYKDXEEcYzsofeRVsSOw8DQMMs36kT4CJ3nzuIqUzNH6Fo2sexy7uHzbC6ts7fXwCkUmJmZo1ZrMjF6HNcZYHRsmHwx5uKln7KtttnZr6MVBLEmXypzbO40hcCm2dLEooDwJUOFIvkwYHSwzK3NPZShn2hASGJ1UOOaKpcqRaLck/yedUL7Exf9NB7zmpSSuEcnNnRXRE9QSalEV1hIhDior3y35Ej2b6lzbdm4bmIQJRrHho9/4hxxXMN1qqhiji4tHn2kyGj1w/wv/8uPaXcA7WDbCYsgS10yjl+pVML3fQxqK4UijBNHNFJxisJaEVgdzQ++90POPvEYp8ZGcVSM6nawnYOgIN1YRCISFccJAhWEXWIFhUKZeHeHSIVoIZL5aduUXJfQ67KxskJ45iFmJ4/w9qWLeFHMkflJEl2c99f4S2Fbe8/FNHE3lDhIstxZMQuDuGxtbaVUWNP/z/SyO3LkCHBA6czlcikilaXHGccvm1WHJMlmHG8TQPq+n9JLTX2gUac1LB5DBcxSxTzPo1arpUFyGIYUCgVGR0fT2qcskpQNALL1n9k1YcojLl68yLlz5xgeHk4dR8MgMA5fNhDO7gVm5PP5FPXJBkXm3hUKhRQ1MPoFzWaTarXK9PQ09+7dOyS0o/VBDfP+/n6KVBpl2GKxyMTEBGfOnOHNN9+k2WwyPT1Ns9kESJ99Nrg2aLH+M9pWQ8k1NbtmmHtpEO9sDacZ2aAyew/7kSvzvMzfzWeMY20QwCyiYwItg8I/8cQTPPnkk+nxzHuGhob4jd/4DX7nd34nrdM9cuQIFy9eTMWeDHo5PDyc9mrNtmYxSQkTIH7kIx/h6NGjTExMpM+oXC4forOa4NV8j2yCv1+gRYhEJMnM43K5nNKubdtmbW2NhYWFdC4+/fTTLC4usru7Sz6f5+jRo+zt7TE3N0exWEyDnZdeeintMWoCqHK5nAaRnU4nRXYNrXpkZIS7d+8emvdZBC2L1t0vIfCgxMW72tb4sGKx+TfLEjBzsp+y/SfZVpMoyOVyaXBpWRYf+9jH0jVqgrsTJ07wy7/8y/zjf/yP06RvWoLWt48YcS6TgMii9ebc/ffqm9/8Js888wyTk5PpPcm2IOm/R2bNmaThwMAAy8vLh9olua6bMEA9j+XlZc6dO8fRo0d58803CcOQo0eP8m7jT+QKCSHywN8BPkKSTf0x8Fta6+67fvA/w7Bsi6DHV9Y6EYZAa0SsiPyAjY11KoODIKDTajI+Nsrq6iqTk1NEWuEHfqLKH4SUC3mQDpFSRGGAjgOioEMUe8QqcbSVTMRboihGi5BYxVgahGWjtY3XDRgcL1KrtVGxz9Kt64g4QlouYZz0WEwmW0jY7eC6DrES2GiC0CIMu3jdLn63S9D1UoPbqbchjLEKmvmj03idJq1aAsvH0eH6AjOhzCRJFo1OJ5tSimvXb/Pij1/jk5/9BFLayGIBN5ejUinRtkusrmxQLpfw281D1D/ZC3xt204bMl+9epWwmxgGQz8eGZlir77H+ccfZXdvE8vWaB3RaDUpFgt0Ol3+8Bs/IgoVttULmGyNlPD2pcsEnRaOZVEoFKkMVGn7HvkoRAHT09NcfOsqli0ZHhqm3eyggr1EoVUoOp02Kg56NSgHUzSbqcpuEtlMurlH5vd6vZ4glkWQlkRgpY50FIUIbUFms8tm17KG7H4Z3PtlVbPUDPN7HMdJHaU+nEkVUoBt4bg2n/n0pxgcKKJinzgTswZBwPTUKL/017/CSy+9goo1YRAyNzvH7s4euXwep0dhGRwcYG9vDyB1SujpgKIV0oJS2eWxJ2eYHB9EakHednBtNwl+6Bk5LdMWGGbzTDazCK0lluUAPWOiNC6SvOvSDX2cUoFYarphN1EqVTb1ekgc5Dg5cwYlAraWWhTdaXLjU5SrVcIgppovUyiUmJ2a4vbtq6wvrjI9NMtDc4/QjnxuLd2i3fYYHp6hoMa4c/0SufIoH3n+ec4/PE/ebUC8x0Mn5njjxj0s7aBinYgTicOGun9TV0qje6jE/Yzj/bKpB3Ogx344tPEfzI/+DHXWuN7/ePrQ/PG8pGWQY9tUqkUCv00UdLl19R6TQxV8P056acYhEk2u2OXIsQEuX27gWGWUpdLry34vk/00iJaUkrwNrojoRipF6M1QWrN9b5Mb169zbHSInGNjSQtH2tiWSIMM43SrWKBU1Nsfe6yBQiIKo+IYIQXSglzeZWx8lLWNdVZXl0FFrK+s8cwTH2B3b5NKpQx894H3/y96vJ9tq6G2wWH5fpPFvn37dipa0mw2mZiYYHFxkdnZ2TT7DaTotnHeTHBkAkGTOTfz1jhOcRwfSmgke9RgWtu4vLx8KCgwSQ6jAGtUMM21GISs2+2mojSWZaVic1JK5ufn02b1puegOb+Zm1kZf7PHGyqgUorXXnuN2dlZvvSlL6WIl+u6KT327t27DA4OpjVrcJhKZ9t2Wn/4yiuvpPcxl8tRrVYZHx9nb2+PJ554gscffzytD2w2m6kj+O///b8/FBSbY1+4cCFFlkzJShAEadBiKLJG3TLbnkIplaLBzV5/azPeq2019sDY1na7nSLJ2SRFVkXTzLks+tSfXMvuT+Z6zBy6n201AUdWzMQkMbJ9/nK5HF/84hfT2uDsPh2GIYODg/zVv/pXef3119Mg4siRI2lgZhSUR0dH+clPfpLOz+wwgU2pVOLRRx9lcnIyDQgNvdUEs9n3G7uQDT76gy9TE2iUfSGhOJpjGTrjmTNniKKI1dVVhoaGGBgYYHBwkCAIGBkZoVKpMDExwY0bN9jY2GB6epqzZ8/S6XS4fv06rVaLyclJSqUSly5dolqt8tnPfpaFhQWkTGqIT548yRtvvHEocWSekbn2rB97v8DS/H4/29pvZx9kf83x+5NGfxrbGscxnuchpcR13ZQy3Ol0uHXrFo899liKwhtE0LIsjh07xpUrVxK/PRNQZ6/XdV2CIEiTdAeJ+Xe2ZoFkjS0tLfHWW28xPj5+CHU3PpjZG039utlbDYJu5nfWf83n88zNzXH79m2uX7/Oz/7sz7K0tMSHPvQhtra2qFQq971PZryXIpR/DTSBf9z7/a8Bvw38wnv47J/rkFIyMjzM3lYDW9r4cYjWigIWLpKR4RF22w0C36eYc9nZ2UYiEJZEK0HLa1N0HdZXVhkecml2fEQ5QisLFfpEQQuv2yCOg94klEghkbLXxDyK0Y7u9WBzaLQ6jLp5tJAs3rrOnetvYwuFihOHq+v5EIeEvg9xgG1JNBBFina715xV615D9PgAlo5iRBij4i6j41WWb24xXB5mYN7i+vUbhzZNSHpEgeGKH2zyJkMTBJrLb93k0UceZu74PDpOlGvDKGT13gaddpcTJ47hCMXy0t0kq2LbiN6xRG8jNMZUSokUycQtlUvkC3lyvsPU1CjjkyVa7V2C0GNsskAQRoTr3YRWiIVSGsuKse3k+i9eeJtzp2fQkSKXz1EeHAAZo5Sm0WokGTCdOLzlSp5iYYzt9QZSuoRBsoCCnqJhoqZ7ONvUn928X/Yru9knG3hMrDQChe1ILMtGypg4SigJOhNYZo/ZjzL1Z8/6s2/ZrK75fxiGFPJFlDoIGKQUaCEQjs3U7DRnzjyEVD5CRWDZqbOR9DvrcGR2jIEXnue73/kBWJLBgWpqtGRPTdntKS4avn1yQb05JWKk1Bw9Ns3s9BAWiryTx8ZBCgukRAirNw/loU3dfAelBbaTS79DFEUIKbFzCWq1195ncGCOer1GqCOk7ZLLDyIYJAgDbEcyUB2m29pleaPBJ55/jihoMzIyTj5f5Mb1W+RzOc6fe5Rbt11u3brDretb5Kplzp15ltMPPYTUeXY3m5yYnKSrHUqlMhsb93BHNWUd8Ni5k3zt2y/RiCQRiWKuyhi++z9fBb2Egxn99T79xs2s1yiKsEVPRVcnVGkhD8uga50o/vYfr3/e9tdqmHOGCnQUUK2WePTsaZbuXOfSa0s896EPo20fC4ey49DcbZAraM49PsW1m7vEfq9FjuAd3zmb4Y1iha0VU5Oj+J02262AZjdCZ5gUlhBEQcj21hZ+HOEKsIjxgjbSSii7BmEdHxsjjiKkBUEASrk0GnWazaT2R/ScKreQlDLMz82yu7/LkZPHCAOf+n6NbqfAzNQJVlfXeJ+P97VtnZqaYmtrK0V4TKLDsixmZmbY2dlJHZPNzc3UITdU03w+z/LyMgMDA6nojVn7nueldVhZ59k4m0Zp1szrbF/IlZUV3nrrrXQNBUFAp9NJM/HZgCEIgkPCQ0bUKkv5MsHM2NgYS0tLTExMMDo6ymuvvfaObL+pQ8vu3ea+mL3uwoULPPbYY5w4ceIQslar1eh0Opw8eRKAy5cvp2imOZZlWamKqHF+gRS9Mq0jZmdnmZiYSJM7Y2NjKcUuq38ABwJ9P/7xj3nqqadSaqsJNsx1GwRR60SV0nEc7t69m2g/9JzTIAhoNpuUSqX0s38W21osFg8FmlofsFsM7c8gx+b+3a8e7c9qWyFx1I1TbT5jAkvbtjl58iQPP/zwoesz88bU6g4ODvLhD3+Yl19+GaUUQ0NDB7Y18+zy+TztdvsQOpu9vrNnzzI7O4sQIlUfNeshm1Dupx6be9UfaJqg0nEcarUaIyMjtFpJWZLjOJTL5bQliaGCe57H6uoqL7zwAkEQMDw8jOu63L17F9d1OXfuHOVymcuXL3Pr1i3K5TIf+MAHOHbsWKpafOzYMZRK6oF3d3fT+tOnnnqK3//93z+EPPfXSj7oub5X22rsjdkXsoh1f+LjfpTtd7Ot/ecx12H6037sYx/jzTff5LXXXuOZZ5451Dt3f38fx3F4/PHHuXr16qEAtt+2ZhMe5toXFhZoNBrUajU8z0uTb+YnDMNUOMz8zewBJoiNooiBgYHUh8nWY+/v76efcxyHXC7H0NAQx44dY2Njg3PnzuH7Pvv7++RyOY4ePcrS0hLvNt5Lo69HtNZ/U2v9g97P3wbOvofP/bkPy7LI5fOgEwGJuNdqQgAWgvPnzjE5PZ0YQK+D5yWNjWOl6YY++WKJeq1OMZdjfnae0cmphN0WR8RBlyjqonWIkBrLficlxve7xHFEFCuk7eAHIVGs2N7Z5cJrr9La38XqIR5+EBCrJGAMAh9pWb1avOQ4nU6LMEwol3EcpXTbOIqT5uyhQusIYSlc12F2cpxTpx56B9o2OztLpVJ5RyYkSxkBi421bb719W/Q3NsDpZPri2O6XoBt55BSMDQ0wPBIoiZayOfJFwrpxFMqUQeMoihF7QzVo+t5FEt5LFtj2xrH1eQKIJ0QRICbsygW8wkNFotCIceZs6eI45hO22O4WiXsUQ0sx8YtFLh37x4XLlygVq/1KKo2cRTiugnNUkobSzo4rpNQpJVKRRiMOE52MWZHNltjRrJpJ4vPshODJ8VBptC2bdA6Vc7LopbvlvV60IbWv3lms+3SkliWTA1b0v9QooRkcnqKUimHIFHnzNYz5fM58nmbOPYYGRlgYKBC6HcZGRlJ6WGWJYl7dTtDQ0OpYl1qxHu1sbYjOH/+LCiJa+dxbRfbstIfIUSqUiyEIAwCwiAgCPye2ljQ20QTVCKMIiKtUI6Fk88RBRFz41N06nWEAMtxWV7Z5Fvf/jG1VpfhiXHK1QE6Ycypxx5jemGWh08tMDZSwu/s89j5U8zMTzE6Nc5nPvd5JqaPUCiNMjQwTc6usLWxw5ULb9La36LZ2OPK1be4u3yHUjmPJiKKu5w4NsfkSAWbXk3wfUqFNLr3Pek5EBZCHlb2zQbW/ajB4eduHBpNdkpoDs8F04bEOD4PQkHvdx4tBJFW1Op77O5sMz42jPJjGvUIJVziGISSBF0b3/eYPVJhcNhCyCD9Xv1IvHFogGQfi2OmxkaYnRyjVMhTKBSxbefg+rUmDgJu3bjJ9u4u3ShM2RtJW6hE8KRaHaDTOWhxYO6JlBZRFKaOp+s6VCpFhoYG2Nq5h+NKtI5ZXrrD7Zs3+YP/+HUWbyyzdHP1vvfpfTTe17a1XC6nQUfWIRRC8Pjjj7OwsMDq6moq5GECNd/3KZVK1Go18vk8R44cYXJyMp1LprannyVizquUSgNFk103AdPe3h4//elPU2dIKZUKTZhkmgnKzLUYh95QK811ZNsOmGtxXZeZmRnOnDmTznVDjzx16lRKcYXD6Ed2/75z5w6///u/n1IFDdJg0Ashkv6TMzMzjI+Pp2I5+Xw+pQ5ub2+nQYNSSfsWg8aWSqU08DBKuuZ6DMUVSJOjTz/9dEofHhwcTJEQE0A1m01u376dKvua4M4EvOZ9pp7PUJnNXPiz2dYoRVEMymKSFkZUp9vtpnPK+DDZYKT/mP129EHvM8f0PC+lbRtKYtbHm56eToWezN/MdzXotQmiqtUqnucxPj6eIvQmIWOooMa2ZinekKCljz/+eBoIGNq0mXdZG2KCAvOTrdcz9zWbPDEI2Pj4eEpfdxyHxcVFvva1r9FoNJiamqJareL7Ps888wwTExPMz8+nKs8nTpxgdHQ0DaIXFhYYGBhgbGyMfD7P7u4uly9fpl6vs7e3xxtvvMHy8nJKEY6iROthamrq0Lp50DD3ob/eMvuc/2Tb+s750H/e7PoyVOIH2dYHDdMqaXV1lfn5+TTxYgJDSBIY3W6X6elpqtXqoYD4frbVqMaaY8zPz3P06FGKxWKakIGDfScIAq5fv57649n10u12yeUSoctsLau5H1lU1fj2AwMDTE5Ocu/evXQPMMjlb//2b3Pjxg3u3LnzrvflvQSWbwghPmB+EUI8C7z2p7r7f04jl3N4/vOfozg8iIwi7FBiK0mkiwyXcpw4OsqR84+ghYXnh/hBSKfrU280sCwbPwjp+i1sx2N4eoCWdAlkRKTb+GGbbrdDFAa9Be6CtImFIBSaiIhu4KG0j1YRobZotjvcW77OvY0l/LCDCnyiSNOMwqQhvembo5PAthP4+FFIEEdJn0mtCKKQQHXxtI/SMShFnLPpxl2UH5AvjNAOIQgaRLrG3PxEUg+JCz06oqEoQVLrlw0yhRBgWYRY7Ne7SFHAxsK1K3SiAqubu+SFRT6XZ3RigiPzRyiUiokIjm1RKJXSDcNkwGKhUELj5AvUW03WN1cYHa5QyLtYloNtl9AUCGMIY5u7S1voGKSIcbApl23KlRydbowSklxBEfhtHDuGOMSmwIWLb9INI1bXN0EpCtKhUw/QgUKrCNuxsHMuAkHOtZFa4ZD0NdXqnaph5n4c/NtzDnRPJMVS5FyJIwVCSaQS2FIgJViWRMhEdbfre+/Y9PpH1vD2Z7/6R7+B7nYTIR1pJf0XtSXQlkXs5BH5CucffwIhEtTccgRKBViWRoqk1rTrtVBxiJTw+PnHcIVF7HfJORJbikTox/MJlGBoZJStjXUsQGAjcQEbpMXQYJ6TC8MUHZeck0dKKwE0JSgcpEiUkC0tsJNKVHQcEAZdvG6LIOwiJWgdE0YBSoWAwLFs8rZAWAOMj00TdrZQOqLoDrB8Z5vNnTq3766xudNi8e4mo4MjuL7H9bff4o1LF2i1tylXXbqhIooEftPj7dcv8PDJMzj5CpXqIK16m0tvvo1Smkq1wP7uHp12h5t37nB7aYUgstAK7HzEIw/PUFABQjlo3VeboRXaSmpOK3mHSimPxiWJQBOxo0TwKIlKhUh+ktfuJ0JgE8WaKNZJMCk1CXcA4l5vUi0EWhymV8NBC4Z+wYrDhlYj4giUJgwtrt3a5MLb91hZ9/jhD5aw1CRhJ8fepqYbltjby7O2FKJ9ga19VI8BolRE0nfysFFXSmEJsB2brWaX5d0WwnEpl5LET1aIw45gb2mT5ZVN9johdT9AOi65YgXp5EA6+GFMNwzxAp8wTMSxhHKo7TVpNjvJfHFstIqIAh9pCe5t7RBGkk4jYHtzh+W763S9gJXVRZzc+7uJJe9j25rP5/niF7/I0NDQISqhqS87ceIEjzzyCEIIOp0OnufRbrep1+tpIGhUY01QaZBBI/5jBCGy9Ycm8PQ8L6WLaX3QZH55eTmpve0Fmp7nvSO5Z/q9GdVUE0hk5fSzKJShylYqlfT6fN/n5MmTmWReEhDMz8/f936Ze2SQ0r29vTQoMIHS5uZmil5NTk5y/PhxBgcHU8patVpN+9cZJ9HYlGKxyP7+PqurqwwPD6eolhHmMN/HUITN9RaLRQYGBtJn4ThOGmAYx/L69esEQcD29nYanBrlWeNwGyVMI+pigut+imi/bc0+l+z7s6IlcKD4m93P2u32n8q2vluQAe9s62DmmKEsm+fnOA7FYpFnnnkGONhrszV7cJiaeOrUKRzHSUWjshRtpRRjY2MsLi4emkvm/4ODgxw9ejTt02ruSxbJP1QGIw5azLVarbR0xQRxJqhM+7b3EChDZa5UKmm7iMXFRba3t1laWmJ8fJwoitIgwrR9MfPQ933u3LnD6dOn0zrfRqPBa6+9lgbYW1tbtFotrly5kgoFmXV25syZ9DtkE5b9NMxisUilUjlUP5oVsco+wwclFIx96g+ksnM0m0Qw9zT7vN/dth4EdlEUceXKFV577TXW1tZ46aWX0gRRrVYDEsbFvXv30u9qAsDs2ui3rWad7OzssLq6mir8mvpbcw2QJLOWlpbS+vfs3mBQUJOMyFKld3d30ySdUZM1NN67d+8SxzGNRoPNzU2uXbuG53ksLS39iQH4e6HCPgn8RAix3Pt9HrguhHgruRf63Hs4xp/LyOfzjM3M4YUROUCoxNkPUPidOtWyTZFBLMchVSIRCedbWxaN3V0GSg7Tc5McO3WCfSWJQ5/Ab+IHHZRKVCCNsIaQCXVTi0SVsNv1iOMIadtESrO9v0+z+za+FxJGQdJrUAv8MEEqTRxvWTJB0XoPXClFlMmkeqFH3PuskBIvCvCCLnYYEvoWq2trnDw6zqUrl5mePsa9jRpKK+I4TKlH/cNsTCn0LgX1RpuV5TWmF47i5oqQK3Fn6S6OkAwNDNBsN1Lp5E6ngxRJi5ZSIemZdNAgVSItG8cp0Gy1CUOfIJhBSoVSMUpLEC5QYuXuMhcv3MTrRKBjhNNm4egC9zY3AAEycf61TjZjoXWiDjo4QHV4hm9+6/t0m21GqoPs7e1C1UbrCESmrYhSeF4bx7GR4p10mHdmv0iUObUiVgohFdVqhVOnjiKICf0Qy9JYrp2cQhgUOOzVmrzzHFkj9g4UST/4/fdDLrtdj0q5klBOI4kWYLsuD509y9NPPYFEoaOQSAdYUmLbBSwpCcNWcu9lTLlUZWZmkonpCRbv3sW2JX6gECQb6r2tbcrFIltbm0kgjgShkrpaqXjooQWGqjlcS2DbzsEGlVx1gqjKRAkWAUpFvXmQoJWuTNZfHEeoOEKTCETlnRxxGOEHCVW22ajj2BW21lt0PUG+UCXWgus3bvHoqZPUdjeJO00KgxVGJ4Z4663LRJEg1CUeP/847doeuzv7+FGd2bkZTp06gS0Upx86TrO2hx90CYKkfUJoJ4JSmgliDSEeTz71EH/4w7dxhE2ow0PPxKgwl8tlzp1d4PbiHWwB4Tueq5lnh+suzQQ9SDAkVFKt9cHc1T2hLPMJ+U6q15+UmDBzRwiBFElLmjTzKyTtrsu3v3ONn/z4CpbWEFuEUhPHGhUJ4kgghAMi4vCZDpBs45Al6FDI0upGSr8qFYt4PcTJZPV1GLG/tcuFC5c4ffYMTj6PFiKZA/nEEXNc8P026BgdxsQKgm7A8vJKjx6U0JOjICIKBWEYE+mkjVKr2Wb73hpeu0sYxeQLORrN7Qfep/fJeF/b1oWFhVRswuxTYRimgjwDAwOH6KpGuENKyd7eHsVikbm5OR566KHUkTK1SP00uGzCzSCWpqG7CcpardYhOqGhJGapYdnjmD0qi1KaINScs9VqpQ50EATcvXuXY8eO8eabb7KwsMDy8nL6va9evcro6Oh9nVjzrznuzs4Ot2/fZm5uLkX6rl+/jpQyVaAdGBhgd3eXYrGYoqXVahXbttnf3wcO1CZNYGnq1cz3N+e1LIuVlRVefPHF9DvGcczp06dZXFxMj2UCV+MjCJEo+A4ODvLtb3+bZrPJ6OgoW1tbFIvF+6KNxnHNUuLv5+Bn6asmsQAwMDDA6dOn02DFBBd8+fQAAQAASURBVEHZc5h59m628r3YVkOBvN9rJokwNDR0KCmQy+V48sknefrpp9PvYY5jAkKT2DC1kEY46datW2kNOiSI1traGuVymZWVlXcE4pCo/Q4ODqYBvJnTQIokZWmcJqg0CZHsnmzusUF+TTLHcZy0DvfevXsEQUCpVEJrzdtvv825c+fY3Nyk0+mkaOS1a9fSPfzs2bM0m820bdCxY8c4fvw4QghOnjxJvV5PBWFMUNhoNA7d66effppvfvOb6X3JPhPz78DAAM8880xKde8f2eAw+1yzcyKrsppNKpj50B/A9VOsHzSyyZT+c5ljhmHI17/+db7zne+kn+tH3bNK0tnzmuMbxo5hB1y/fj0VcDJlBamwYy9I3djY4LXXXuPRRx9Nk0CG0WCCRkMtN9cfhiGLi4sp4g2kfefN/I6iiFqtxp07d9LERD6fTwPmB96rd301GZ8BjgIf6/0c7f3t88AX/qQPCyEsIcSbQoiv934/KoR4RQhxSwjx74UQbu/vud7vt3qvL/xJx87nC8zOH8N28wmSI3XiDFsRbl4zMlqlUikTRTGddqcnvBORc1xEpBCRT7VU4OHHzuMjiOMQiBOZ+8BLAksMfc8oWUmksBDCIo41vh8ldZtANwppeR26HY/Ij7CkA1oSRRoVk9QsAaYOzWRRzYYQBAHtTodu4CfiQlFIrDV+FNHudNBaUd/fY23xDpOjg3RaAevrmxw7dhQpIoRUqQz7AbT+TgqAcZDjOObu8jKWtLAdByUFe7X9BInQAreXuSuXy4yMjDAwOJDWb+7v76eQfSLckmRRWq0GUdSlVHFpt+vEKkQKgevk6XYsXnn5bZqNkDjSIBXDky5zxybotDtIoFK0mJwaZnJyGtcpEsUxfuDx6KOPUiqXWF1dpdls4gceGp8gahOrIE0CJDWqEUHo4eYEtnMwxfsN38EmInptPhJErVzO88kXnmN6ZhREMid6nUOIehu1cZQSgaB3Grf+rFj/6DfE98vAmR+v4yHkYcdpdHSYr/zcFxisFrHjAEeFyMjDilvkhQ9Bg7CzS6exhYw9pOpiywjhRLS9FqVSKVE362X0O+023d6morUCkdA9hRVRKEmeeOIsbi5RkjXXmczbg4ykEMl9xKATQZgxkhqlQ2IVopRRt3VwnTxRGOO6eYSw8X3B8PBx1tYbRMpFC5tHz5/js5/9NG7OZmR0iP3aLnfu3EFKl0JhkMtvX+PW7Rt8/4++y0uvvoZbGaBQrmARcXfxFnfvLqKJqVRLXLt+hc3dPVqtFqODFUaHhwi1ILLyhEIzd2Sco0dGsXXS/zY7BAKhJW4ux/yRacaHijjKQ/DOOqPss7zfHDBr0zgaOpl86Wv9iYbsnOo/z/3enzW0x48f5/jx4z3joZMekNql3naotys0vCE63QG6YYWAHJEtiOwD8a/ssfoDACkPqF3GsJraOeNkp0InWrF57x5KaxzHRqkDFCuLzljSSp1NrTXNRhMhZErBFyIRFd7brdNsNGm3mzRbdbpe0EvUhdy5c5uN9a37rr330Xjf2lZDCTVOChw4VK7rMjyclEgYx0MIkfaD1FqntUdPP/30IcfKIJnZuZyV0s8GLCaoNcduNBppwGkc/Oy8gQOkwqBF/ZRYgyBl6alGwGdvb4/Lly8zNjZGo9FgeXmZ8+fPp8f1PI+dnZ1D6/l+KJpBCBYXFw+Jb+zt7aWOrKGslstlJicnGRsbo1wuA7C9vX1gW3tOoXHmDM240WikAbVp2v6DH/wgRRoBRkZGWFhYoFarIaWkUCgwOTnJ7OxsiqJGUcTRo0fJ5/PcvXuXRqORPh9zr7OBuQlqTMuS7H24373Ivm4ovV/+8peZm5t7x2eMQ2t8IqPue7/jmHvzboFAvw3O2lTznUzfRrNPSSmZnZ3lr/21v5ZSis2xDGJpeqb219oCaS2xqf1VKlHRNYJR/fYgn8/z5JNPpkrA2eszoEP/PmyObYIAONzj08wZ0yLGCEfFcczo6Cjr6+tAMqeffPJJvvSlL5HP55mYmGBnZ4dr166lVPg333yTt99+mx/84AcpEmdqc1dWVlhbW0MpRalU4uLFi2xvb9NsNhkZGUmTMCYonp+f5+GHH74vndk8y0KhwPz8fNpeJfvc+///oPmWDSKzSTHznfv3s35U/UG2tT/JIqXk7NmznDt37lDtLiRoeFbwLDuydtGco/8Zm6RM9j2mL+h9batSbGxsoLVOA84sMmruQRYF1zrp5WtZFoVCIb3fSinu3btHrVaj2Wyyu7ubqgkbdPb27XdXW38gYimEKGutW1rru+/2nnc9ejJ+HbgKVHu//4/A/0dr/X8KIX4L+JvA/9r7d19rfUII8Vd67/u/vNuBpWVz4sRpZheOsb69gYojBBpphczMjlIsO8zmx5ObHIXUG3VQMeNjowyUSoS6y0MnjzEyNcue76F0hFYhSN1DV0Ls3gNQcYwQEtt2e0EUoEHFGtGbb8KxCOMYFcW4dg6nV5untUUUJRL6Oj7cXiArs54YwQgldSL44wd0Ax8hBZ7nkw98ijkbm5iRaoHjxxe4fHkJKRxyuSJdv4PWYar0ZpwwM6/TTS0FVjSVShlpSaRt4QU+Go3XbhP7FRzbptbtptLZe7u7eL5PFITs7++nWTkhNcWiQ6lsc2pknlxeUh3I0fUbaOkShuDHmhf/+DX2dpqgwbI0uYLNuSfPsrJ6j9qeh1AwMzXA+PgwJ048RNeLEJbGdkKKhSr3ri2xdPcuJTdHY2+btrfF+dI8UeT1aJuSOEooiUHoIZw8hULukDqsuQ+ZOWxuRQ+5VFQHikxNjaJ0FzRIYaG1QyKEpAh0ElB1uz6+771jXt4PfbzfJvhu6FP2tcSARORyvR5ZpRLHjh/lyNwUOvSwVUjQqKGDOm5e4jgKB0HFsSDn4gYd2uuraKtAuSDZ2FhlcHCQjucTI6HXksaIRgR+0mrEsiSx8Dlz9iQzc2M4joUlknY2xjmzLCgULHKui4574lO9QCGKowzNRRNFQYLSRTFCWEjhIKVDvbHL+NgRpLAZGZmmUB4HmWdiqkQFydT0OFEcUqmWaNc8yuUC22v3+OEfvchwpYxt54lUyH59j+3tfSojkxydP8KEBX6U1Dz89KcvE3TbbG9ukisOki9WkCqk3Wpw7WaNhxeKlISLm2/zyY8/xvVb36UVusRZoyQkKGh7bVbWF3noxBSL15boxlavTdA7kwkHz/FgThhnM4s4HKjjgWnq02/Issd9UDY3GwSacffuXQYGBnqva6TuJNRbIVAiBK16dZ0RQkS9ZAoICr11Id7xY0Yi6nFwncZAZh1AKRPRM6WThFSn0yEsFHGsHp22R0csFgupkTSfKxaLSEti2xZdFRErhSUkSkGr1ekFHxrbLlIcKOI4RTQhbg4s+wAFeT+Nvwy2VQjB9PQ0jz76KD/+8Y8P1VgeO3aMfD7P/Px8Gnhsb2+jlGJmZiYNkE6dOsXExMShRvdm7hgUxdg90UPsTJ0PHEY1zBoxbSIMkmPqkIwDdZBQPegpmHXUtdapeJChfBn0x6ijDg4O8sgjj/D666+nCqpGBbXbs4dZx/VBo1qtpk6jCSqygXG326VcLpPL5djd3U1pjaZdiBmmf+Bjjz2G67pUKpVUsdZ87x/+8Ifs7u4CpMyB5557jrt371Kr1VBKMT8/z+TkJEeOHDnU0851XdbW1lhcXExr5hqNBo888sghBVwTuBjqpWk5lB1mDzLPDA5EcQCGhoaYmppKhUbMfmHshElEGrp0/5zMnud+/ze/9yNR/cNcj3n2xWIR09vx2LFjTE5Opt/XoORZCqKpATRCVYZOu7y8zODgIJ7nHboHpuevaVNhejg+/fTTHDlyJK2pzIpJGXqpSQIYm2t+sgil+TfbysQg8hMTE0gpGR4eplKpIKVkZmYmrd8z9FjTNmR5eZnvfOc7DA4Opqjnzs4OW1tbaf3lyMgIYRjSbDb5yU9+gud5rK+vp8kSE7R3Oh2mpqYQIklAPv/887z11luZOvqDgA8Shenl5WVOnTrFpUuXMi2t3sns6rdFWduaRW6zAaqZc/3B7Z/Gtmbn1bVr1xgeHk5f76feZpMy2b9l62wfZFtNjbH5f1Y8qp+tALC5uYnneYnNzKCxYRimVO/s/TZz2KDkJpg1AadZ26b8wdzXLEvlQePdqLBfFUJcAL4KvK61bvduwjHg48AvAv8b8LsPOoAQYhb4HPD/Bn5DJHftEyTqdwD/CvgfSIzfl3r/p3fMfyKEEPrd0mAIhLRwcjmwJCCx0OTzkmPHZ0DE/OSlPyah6lkEgYfTEysJvQ6ToyM8/th5ykPDbN3bQGtFHEcEQRet4x6V0uo5TobGamNbLrblojVI6YDqbWYCgiihj5XKFVzHwbIlYdgliiNiFfWOpQnDCNETAAHwuh5hbyOLhSYIA7wgQKERtk3b88h3u5QKQ8xOjeDagiMLU1y8eI21tXWiSCOlhRARYRCQz+eSBut9i6p329AaYq3IuTksKdFC8Nobb9JqtRixHbxOB1yZKqeZzcX3feIwSp0FrTVCxkgrZHi0xNHjk9i2wrYVrU4DpW2iyOLCpWtcfvsqcZy0FbGcmIfPniSKLW7cuIffFeQdiyceO83s7BTFYpkg1BTyDo5r4wcBl956C8e2uXz5Co4IOHtulnzRQhMTRyFRqHqLNhGUCXRIseRQrwcpsnZwLw4C7vSmAAJNqZTHdjRR7CEVvQDIRghJrBRSJO82WchE1fPAoX/QlM1upP0bZX9mLfvM4jju0Ud1L7lh8+wzT1EqOuB3ibw2jd1tpLdHRECwle+1CwiwyyWEtijIEnZ5CPw2g9UK164vMnfkKMJ2aXe8tI3MsWPHuXbtOtK2ybkWdsHmo89/AGnFSCnSoCdZC1bas0sIQdxzHsMwJAojVJxQvA8yZhFGadayXFwnj9YCz484PTdPp+MxNDxK01Pk8i6OdIijCC1CXMfCKeQYrc5xq1On3WrR7kSErS6e36LhN6kODjI9f4xCpcrO3i6NrVVanocfJL1oP/LBD7C+usKrF2/g1/aJwg53F28QRiGq+yhPny6CCHnk7DSPnJngh2/tEaoMNVkrJA6drketuc/5E6eYnx5mb61J2Gvp08sY0T8FTMCohWB8fIyHT5/i6pUrNP1u6nglNHuShFXGED0Y8Tw8h/oDOvO+MAzZ3t7uJbQEIraQIqGdaxGC8JFaAgKhbKAnBiL6VfcOHDKT8UwMaX8AfNA/N3X2ZfJd9vf3WV9bZ25kBKVVr/ZLZ94rEUIT+okoGD1nQfXOhU7qiUM/6RuslKJQdCiXCwReG8uBxx4/Q7vtsbfbvN8yfD+MvwS2NZk7xiExmW6jCgjw/e9/HyCtqcyqUY+Pj/Pss89SqVTSAMHURGqtU+ck6+CZYNHQIk3dpRmGsmUouCY4y/Y7hAPn2thWo3Sddc6Nw2qa0Huel/bus22bhYUFfvKTn3Dz5s1UpTGLyr5bQGmcRyPiAnDp0iWazWaqDmruWda2djqdVPyjH+kYHBzk2LFjaSCWpRleuHCBl19+OUUwpZQ8/fTTaJ3QHI0Qz7PPPsvCwkIqSGMc1SiKeOutt7Btm5/+9KcAPPHEE4fEV0xiIOvcGoGmftSuf2Sd0Gq1imVZaVBvAgEzF8x9NuhyNqHxbqPftmYDyyyClQ12s8kK8z7HcXj++edxXTdFUE3bMeBQDbERwDPiKGEYMjQ0xLVr1zh69GjaUxWS2tbz58/z2muvpckTy7L4+Mc//o57BKT0ZzPXzD027A4zjw1NN5u0MQkaSHyUM2fO0O120xYi5pgmcDEJnvn5eVqtVtpOxvM8Op0OrVaLwcFBFhYWqFar1Go1NjY2aLVaPQ0IzUc/+lHW19dTYa0gCLh27RpRFPHRj36Uo0ePorXm0Ucf5YknnuCll1469H2NDTTtfk6ePMnCwkK6/sw9ejeUUgjBzMwMTz31FK+88gr7+/sZ23o4sHu3cT/bao7RH6QGQcDGxsah/SBbG9pvn7OBcf8zN7RVE3SbpJEZ2X6/QJpkM8e7d+8ey8vLjIyMpAmg7P3NIq/mPppgMcuQyDI9CoUCg4ODtFotHMfhueeeo9Vqpa3pHjQeGFhqrT8phPhZ4L8EPiyEGAIi4Drwn4Bf0Vrfe9ejw/8X+G8B0/RkBKhprc1usQrM9P4/A6z0zh0JIeq99+9kDyiE+DXg1wDm5+bI2Tk+/NEPcffCT1BN0BYsTFYYLA0wNDBNu/ZTfL+LhcB1c+QLBSKlKBDy6ec+zmPPfYKu47Jb82h4EQE6CaiCmBwWMk6QPCl7hFdp4eaqoDQ6irGkRPUQSCKNpQR2Lk++MIBlOwihiYSF8kNi3UUpndRfSo0Wiq6OUErj65hQ6EQYSCmCKEr66PVq2nY6DUpdj3w+R6EoCEVEriAAm1hFRLGPRR7bspgZquC7sN3qoEOB0AfiC0IIhIZQR7i2zUCxBFGXWuBz48ZdOtvbDA0OY7vDBKGPIy0sISmXi8RBmFBWewtKqaQGzxEOBcdluFpgoOQSRT5+N8CPfMJYEIU29VoDEQpswM4rHnvqNOWKy9uv3qK+FyItxexMhWcfO8Po+Bxt30faLlbeQTgud5c2WF1eYnxoitf238QpNDhy9hHckZh4VSI8GxlF5N0cQaR6UaPP6GiRjY0GIFFKIGScIJP99FVEolIrYsaGq9gESb2ZBiFiHNtFCocYoFez5nkeYRCh1Ds3O2O47pcJexCylf3boYysFDi2oGhJ8pVx5k8c56lHTmC3NvC9LtrrUACIJTK0UJFG5i2cyCbYa1PMFalWXQrFEjUVU8znQIU0GvcYn5wCbaHiGCVdzj7xFLdXljl+7BjdTsDxExOcPnYMFe8Ta4EtE+6/QKJdi2KhjCsdAj9ARTFxT+01EIJIWmjpgBYoJYiDpCenI21cxyFvCSKliYcmKQ0UUb5PLbQYGR7i9Nwod9b32dpvcOPiWxx94VOMjU5y9a2L/PGPfoIXhTi5As0oojpQZaQ6wNzsAkNDQ2wu3uD6lbdp7O2g8mWGR0f45PMf4tVXXub2tdt0dYztuqwu7qMihe26LG1v8tj5R4g9B9uN+OSnzvPWnW+z1xD4wia0YpSMsaIcSmhCbVEZLPPEE9Os7F1jp5WscykChIiBAzVBpRIE2RIKe3iAr/zSl3h4sspvLV6g0VDEOkYKBy1kLwB9Z0+4+40sOpOcxxihJHmVDBtTY2nmlRakPWm1EkBPaRiB0KL3f4DD/dHMsRPH0mzhh7POB0iOPHR9OoqwLQibAa+9+ArnTxzHLuST8oBuIjYhpAKdtL7BionbHt29Fg2vSWxD3I2xkAgtQfWoxEJRqQ4yUK7SEiFz85M0GwFSVBgsjwCXHnj//qLGXwrbOj+PZVk8//zzKWIpZdLrcXBwkMHBwbTmz2S9DeohpeRzn/sc584lJaLNZjMVejNIvWk1YZqpm59yuXyopi0bFAiR0D5NHaKZ0yZYzTpI/QGRcabMe4wjbiimw8PDlMtlisUicRynDptphm4C4bm5OYBU8dU4iNlrNfVP5rv4vs+VK1fY29tjfHw8RQjMdzb9JBuNRurYZSmNRoDHvM/U1plAOUuxtW2b5557jnK5zIsvvpjWQs3OzvLss88yNjaWOqjGSTX1oKZHJsDCwkIaOJnzFAqFtBm8Uorx8XHW1tbeNZmamVsIIZiamkrvEZDOnVTBvfdeQyW833Hfi23NOu39qFj/ddm2TS6XY2xsjJMnT3Lq1KlD4k/mXCaYM8+70+mkNZZGEd+Ituzt7TE9PU0+n0+RoGeeeYYrV67w2GOP0Ww2OXnyJI888kg6f83zNt/FoKjG1zJURBNsmMSLuZ9GeCirWDs4OJheQxzHVKtVTp48ydLSUiq887nPfS6tqfze976XtlLZ3d1lYGCAoaEhjh8/zujoKDdu3ODSpUvs7e3hui6jo6N89rOf5cUXX0wDScdxuH37drqOlpeXOXnyZPodP/7xj3Px4sWMRgfp8zHrtFqt8tRTT7G2tkaz2Tz0HA/ZsgxyOTg4yN/6W3+LI0eO8Pbbbx8KLLMJfHNv3o1x0G9b70dpNUmc7LzM2vw/aU30z8/+INi8lr2WLCsjW0tqes7++Mc/5uGHH07ZFwc9yZNh5lcYhrTbbZrNZgpe9KOmQiTq1SMjI2itOXHiBM1mE8dx0p63DxrvKt6jtf4G8I33dHf6hhDi88CW1vp1IcTzf5ZjPOCa/hnwzwCeevJxXcoLqgMOhYrAsVwKTgEn57C91+LO7TUGimXCIERYksHKIMW8i03M4OAIp86dZ3Bsmh3fx3IKuFGe2MmhdZ4wzNFttdF+lCANyKQhfD6H7RQStVaSDHqkYlSkUJHCwsKx3YSGJWSi7CothGWDkMSq17BA9oQo4jhxAUWi/qiFQPecJiElUmqkAM8PaLXaOE6B2fkRgiig1e6glew57hFCKBwL5qZGOfHMI/zb3/8mShwsEjNhHZkofcZas3x3mQ+pZ/G6Hh3Pw5ZWaky1jlFxTNfzaNTrdD0PIfrQFClxbIt8zqVSKSV1jrHqUX979JYootVqoWOBnQs4e26eIwvTvPzSRWr7LXQc4+bh+eefYWFhjmKxgu04uPki0rJR2ubb3/4e6+trFNwJ4jhicqLI488ewXI1izckRauKjCKsnM3qxirCAiEVI8MVLGuDKDTZyqzTfWi+orXCtiSVcpEo9BEyaXVgSU0Y+riuQxSDLRziSNNqdQhDlXHE34lE9jtI90OgslSP7PWY16SwsZ0iXsfHLig+8fwHiOor1Ndvg5UjZ9kor4UTK6xY4lg2Lg5Ca1QY49hJwBComEanxb17m3idDjPzE9y4fgVpl5ieLRAryZGjR/n8l36WDz77BL/3O1/lZ174BHlH0/IVzUabyLFBC+JI9xQ6NVEcouI47ecphcSyXXRv3diOgxAWcaSRQmA7Lo7lYksLrxuRr45QqQ6wvbKKH0gGBwfI2+B32qwtryAt+J6OmRkZ4Y++/102dzYpVasUS5JWs8X+fgPHdhgfm+Hi0pss3b6N60hazTqdfY/jJx7izq07/OSPfozfDhkcqyaKvt2Qeq1Js9lCDmg+//Gz5KSLosvRY3N84OmH+f4P3yYOLSQGbFXYlmJsdIh8wWJ2dpiTM0O0bmzh4aBwUTpMEfH0OSKILcGTT57l4dNzDPj7FN0kiEyCSZ1MS3FAJYU/OUt7+LUe5VZnEhaA6ZOZNRixjkAf1HomxzE1GPq+a8SMrFOXvb5+B+6wI9dzCmLN1bevsLq+xvz0JK7tYNuyB+lqLJmYJNt1kEHMyr1N1jbWUzUA2atPlz30FQnlSplSqcza2jq2VePs2YcZG5umUTtMgX8/jfe7bX3yySe1oQYWCoVUPKJYLLK3t8fa2hrVajUNUqampiiVSqmDd+rUqVTiPktxjaKIXC6XCkH0zkuhUEiddONEw4GtMc65OZZBm7J1Rv2Opwky+75jGgyaz/m+n/bdnJmZIQiCQ06vcUIdx+H48eOcP3+ef/7P/3nqCGcds2w/wcXFxRQ5MAG0aT1gnETP89JaJvM9zXUaNM+oZJpryYoSBUHA/v5+ur6ffPJJFhYW+MEPfsD+/j5xnLQG+cxnPpNSmA391azP73znO6yurqa1gdPT0zz11FPYts3NmzfTshrHcVhZWUnX/MTERBr4vFsizPgeuVwuEU3rITImEDbonwlKDL3UILDZZ5d9vv1O94PYHVkWR//eZOj2pjbyM5/5DM1mk+3t7fT+G+THOPNZJN2cz9SErq2t0el0mJ2dTfuUGrTuxIkT/NIv/RIf/ehH+Tf/5t/wpS99qadL0aJerx+igJt7bq7d/N8Ej+bcZi2YwNK0TjGocKlUolAopJoYxWIxRenv3r2LlJJvfOMbTE5O8q1vfYuVlRVGRkYol8tp70THcZiamuKVV17h9u3b2LadJlZOnz7NlStX+P73v0+73WZsbAylklYxu7u77O7u4rouH//4x9NA6KGHHuJjH/sY3/rWt1L/yHxHy7KYnJwkn88zPT3NiRMnuHTpUjr3s3RN89zNM3juued45JFH0jl/v0DQ/Gue/4Nsq7mm+30+O6+y9eHmPSYI7U92wAHT50EjW7d8v+vM2t3+obXm1Vdf5Qtf+AJTU1MpE8DYa/NZk9zb2dk51I8ye1/Ne0dGRqhWq9y4cYOVlRWeeOIJJicn0/3qQeO9qML+WceHgS/2MrN5/n/s/XmMZVee3wd+zjl3eXu892KPjCW3SGYmk8m9SFaRtXRtXc1qLa1StzSacQswNILtPwQNZjDwGIMRhIEBDwYez/xjYwaGpLFkGa1WqxeXuru6qtVdO8kqFotMksncMyMy9njx9vfuds78cd+5eSPIoiTDlrs8fYFEkBFvuffcc8/5fX/f7+/7S+tA/p9AXQjhTDKry4DtYv0QWAE2hRAOMAUcftwXGJ3gmYBT8xU+97lneHhvj/3tPof9IT/86S2uPfhHTK1fQEgHYWI8IuarVc6uLvHrf/PXOff042gBJaeAKhRRkYvr+ghKBKpP3/QxUlBxfIqeT6lcwSuWkMLDxBqtwCSpfBaVGvS4jofnpe0YtAFDbsFTDjpWJEZM3CA1ZjJ5ssXPGEABKgWVKsHoGIyk1xtQqdQ4e24F11d02j3i2KCUi5IuRoOUmlrVY/3cKeZnG+wN2hghjk14z3GRUmDMo8LeUtGnMVXnVndAQXlURoO096BM7Z9v3bqVmSkE4aOFFiHSvpRlh+npOkJGSKlwHEFsYkySZoejeIjnC85fWuDi5XniRLO3M2Lt7Fk27t/gicdP8/TTF6k1a7ieg1LOBIwIdna2eeONNxgHI6ZOnaJYcjh7fg5VGiKEptJw6T1oUxAOcaDQOsZTDkYKpuoVimWXMAxAp4G3eeSTkh1ax7iOw8LiLDMzDaI4QDpgcDFGoxKXOA5BKOLEEASa4WBEEgPW2Sd3nFz08gvDRy14ebBufz6S8jgkWgEJs40qZ5bK7N34IYe3bjK3uk5cqKAESBxcL22JEyQgnQIOisS4dMKYsDtgY+cAg2BxaZEwCtna2qZUbuAX2/h+EX92mrPnPo3nJJw/t8Tqyizd7hZCC+JIg0rrm4q+i+O6mOSRpXdW3+E4oBUpGlCAmQACMZnXLo7jo5RhNO5TbFZxnTLGpOWerquoVsssnVpAlusszjX54Pq7/OTtH6MKLs2ZWUbjiKNWL7PwD4KArZ1dtIl56soVatUinrvG1l6PW++9z9NPXuL555/jcLfFw+0NDg4PqNWn8YsFls+cZrpRIxiFlJSLWyiSSIfPf+55fvr2DaKDhChOEwjSMRR8Q9EJ0PGAWs3niYuL7O632DqKGBiPMDYo4izI1FpjHMn82jyfeeUpKs6YIjJ9Xh50cIRACIOetI3R4vim9rM2ouOJiLwcTIKVtjKp29aPTCBOzrP8PDw+Vz/Mqp/ceMSJ9Su/ieWDPg2phDzRtA9bDIYDojjOElk2UyuETtvdCIHnuWzv7OBMJJZZNtdMgLhIW6DMzjRZWlrg7u1tHlt/AiEMh4d7HB4efeS4/S/g+J98b7XH4uIir776Kpubm2xubtJqtfjBD37A3bt3OXPmzDG54czMDGtra/ytv/W3sp51Vt5qA95isYjneZnjpwWUU1NTWQuNPEuZB5j5dgz5ZFw+ALPB50ex6Pm5m69ng9R0pVqtcv78eTzPy9wvXdfNgJCVf164cIHl5eXMdt8+4/b1+bpOYwyFQoFGo8G1a9fwPC+TvAqR7q03b97MmAXLCNrny/M8KpUKMzMz2fVY8G3rEa2ZzsWLF7l48SKQ1ltdvnyZ9957j0984hM8//zzVKvVY8GmMYZ2u833v/99xuNx1sbk8uXLWWBdrVazBu+WLbPAxt4z67Vgz/vkemXfc+rUKWZmZo7VbhljMmYQyGTK1lDpZ+2XHwUifxZz+lEySLuWWBkopEH03NwcN2/e5ObNm5w/fz6bbxaM2+vJ18hZ6aA1xVlaWiIIAu7du0ez2czGaXFxMTNRO3v2LIuLixmjHEURhUIhY6gteLXzP+8SexIo5AGBBeu2ntP6JuT/XiqVsj6Vp06d4ic/+QlvvPFGdo+GwyGHh4fcvXs3qy++ffs2WmteeOEFarUa586dY3d3l2vXrvH000/z0ksvsbe3x8bGBtvb21l/1vX1dWZmZrLWQr7vkyQJX/ziF3njjTeyfq020WMTHkEQUKlUuHLlCpubmxwdHWUA2jJ0+Xlw9uxZXnnllQxcLy4ucvPmzWNJ/bxE1Y7bz5LFniwnOZm4yDOIeYm4nWf5n/b1J39nj3xCJr+fnixtsevWyb01D2D39vbodrvMzs4eq7M8WXPsOA4bGxvZc32yFtV+39LSEktLS5TLZZ566imEEOzt7WX13D/r+J8MWBpj/mPgP56c4GeB/70x5m8IIf4Z8DXgvwN+nbTOBOB3J///g8nf/9j8a7jkOIwQUci4f8T8bI1kNObosE97ZOh1I/T2XaYDjeP56FGAiMeUZcCvfuVzrC3WCOMjnLHBU0WU54BRKOVjdABInGKV7Ye7dEcDnnr8cdxCCZQPwiVJIoxITTsSLXCEA6RusanDpcLoR+0c0o2xiDYJiYmIopBEx0gh0JMHJt38wFEFBAlSpoGW46UgazgYTzYRB2MSdnf3kVIRRRpQ6MSAjBkN2xQKmjNrSxxudElyUs10Ej96MHYmTlJJOMZRAscvcdTtU/M9lASpUittOzGNeSQLcF0XRyl8X7KwMEOlWiQINFGoUBPpsDYx2oQ8dmmVKxcLzC2WUT4EQQnX87j0xGV67S0++8rzzM1OUayWUM5kPEyC63r89r/4OpsbW0w1KiASFhanWX/sTMpKKphdatC6f59uq0+/N6ZQLuAikVLg+YLp6Rq9zh6xNU4SJx/w1NQk0SHj8TDtJ2gikmRSGyZA64gwGqOlRCMwxqPd7hLHZsJomyzAyG9wJyU5/yab4ckFSTkCo9J2Nc1mDSce0m3tM+yM6HQC7t7aZ2ltjaWZGZjY89+9e5fz58/jOJBoTb8fo6TA8aZ56cVFqtUK7914h5u37uAXixSKLq5rGI9CGo0Fih688IknMckIYRIc4ZCgEPgUC2UKRZ/xeEgUR0gticI0i54u+Gk7nUSnpc/aLpxGpY7KpP+SOKTfG7A6t0yxMEUUxhijiOKAn/70Tb7/01sUphYoqXN0DneQLnhln3qzSblUoTbV4O2f/pQbN2/SnK7T6/eYnZuhOd0kicZprbEyNGenCMZtXEcxv9TEUZrFhQX2Wkf45TJXnrzKysocOjIYRyCkC0rQqEteeekJ/uU3fkqYpM+NIebM6izra7M4MgRilk83uNpaIn7nIVudMZERkzrmRxtGY6bOq3/hMyzPu5jwCFmYplSfxZH3s+cRKTBSEZ2YJ/kNJP+Z+d+5rothPHGvlkjpo5O0LjQ/nx49xx/d++vkHM1/h93g8vVJefnScSYhN49FmngxxiASjdSSbq+HcNSHrkeqR4G/SqDdPiLISeKEEBiRgkqjU5OphcU5lCNYXJyhOVOjdbTNcDRM1SL/Czz+Xeytdo3vdrvMzMwwHo/Z3d3l6OiIIAjY3Nyk0+ngeV4mG5RS8rWvfY1Go3Gsbs0GQ7Z1iAVUFqg+++yzVCqVLIA/WQ9k5VtSps6meabQ7pvWjTbvMmxfl6+vtLVz9vItELQ1fdZ5eHd3F6VUxprZuT4YDPA8j/X1dTY3N49Jb/PBpzGGra0tjDGZWY/v+3Q6nWPtRer1+rH6OJuks66rlkWtVqtZKxd72Gt78skneeaZZ5idnc3YCNsyY3t7m8997nPMzc0dGzsbnP/u7/4u9+7dY3p6GkglsI899lj2PQsLC+zu7nJ4eMhgMMjGWcrUtXl+fp5ut3ts3/uoPc229rB7pDXvsWM7Ho+Pvd8Ce3t8VPL1Z7E5+fd83N5qwYx9baPRyOpd+/1+Vkt45syZzCFZa83169e5dOlSxq72er3MYOmLX/wi5XKZt956i5s3b2aJEylTvwor437llVeye23PwbLTvu9ntcN27Cw4t+Ng19yTyRX7M0kSOp0Oly5dwnGcY7LwN954gx/96Ec0Gg2UUuzv7yNlavhk2cp6vc5PfvIT3nzzTRYXF2m1WqysrDA7O5vJsW3v1cFggOu6LCwsZGDk4OCAUqnEM888w9raWvb82D1mamqKz372s/zu7/7uMSOf9fV11tbWsnt5smYyf//se+bm5vja177GwsICw+GQer1Oo9HIvivfduOk/PXfZG/Nt22xn2f3wzwA/TfZWz/qe+1788nZfAulk9ec/91JwGqMyeqA86+3r83Pk8PDQ4bD4bHnKe8MK4RgYWEBpRSnT5+m2Wyyv7+fJX0+7vg4V9h/CfyHxph7H/sJ//bH/xH474QQ/1fgJ8B/Pfn9fw38N0KIW0AL+Gv/ug+SQuJogQ5iXJUyS2E4pj0Y4yceIoStexuMtaIiBb4SvPLCsxD06B48JNZDDu8dsXz5KQQxUig812fQi9CJplKt0+lv8aM//DaPnX4cr1xEyAJppWAqcU1Sex0EqWGFEBIlHT5cdpcad3iFIgkRkQ4xOiJOYhSQOsxqypUKiUkNVaSQqROnFAwHY5QU9Ad9/IKDIwTr59e5f/v9FPBMglnXlXz5S5+lUnJZP3+at35wIzUXOibJ1EiRGhNt7+zSPmrjl2r88qtfoX3U4/233mI0GlIpFY41AQZIkpggGJM2ThdIz6NU8jh7bpU4DkmSOJWPCoGPT6jHOG7E4uI0vmuQ0sFxawhclJvw9rs/xZiItZU5qrUiYRxgxgLPTzfi7373Nf7Zb/wLhHQwWqOUYGa2wczMTMogSc3sXI1b3l2QCVIJEh2TJBGolPWdm2uw8WAfo1NgrPVxxzp7f4QwFAopoBYmlfMqJRHSkCQhYShwfB8pHTSC7e0dIK0NExzvZWYfzJ+Vcc3/PJkdyy98ciKH1gQI6VIqFTFBgO8UmGqeYudwjCnMkFSWeG+3hU/CweEhvV6PA/OAuZlpvv3d76KlS7U+w8LiCqdXT7G1lTbyfXD/PucvPI7jxGjGKEdRLlVp1stEgyPisIcwGke6OJ5CCg/PK2JO1CjoHBugjcFMmEmUhCSZBPkpY5myxoYwigjjiEq5jhReKgdH0+4c8XBni6OjQ6aLU7zx+g8Ix32ay6cwjqLgFeh227Q7h3R7LZ5++grFYoF2Jy0wLxWLxAq6nSPCoM/R0SZ7+4ZavUapWCUYaO7d2wTPw69UefPNN2kdLjJbWGd60QERo4VByZDTa3MsLdQpDqAzGCBcxWPnV6gUJVE4QEuDW/Z44uppXLfAW9e3ub/bY6xT6bsxBiEF58+vsrZSQyZHaBQhCzz70qd548336fdSAxspFYkwoM1EUSCObVaQYw2ZKGeRKEewurbC/GKROA4ZDiJufHCfMNDE0USWI+Vk3PNGD/kNUEyeCzvzjm+2+Y0KOBZ0k6tXTudy+rtjZgWTumapgcTwzrvv8swzT07WookxmuMgsuAoBSKnlk6htUEp5wSDkf5zHUUQjOkedhkFR/QHB0TxkOGwT6/7YcfmPwvHz8Peau9bFEV4nocxqaNpr9fLguQbN25k7I3neXzqU5/K2l2Nx2OOjo5YXV0FyICINaZpNpt88MEH/Mt/+S+5cuUKU1NTH5mNt+dimZqPk5JZqa0FljYTDylQrlQqCCEygGM/04KaXq+XXeuFCxe4c+fOsV6Kruvyla98JWMtv/3tb38koLTnf+/ePTqdDtPT03z1q1+l1Wrx05/+lMFgQLlczvZWuxfZNhYWANiG6OfOncvAhQWOtsVIFEXMz89ndXWPWvIIXn/9dZIk4fTp09n3AZnx0bVr1/gH/+AfZJ8ppWRhYYH5+fksEF9aWuLatWsZmLQBtgXky8vL3L59+0OsTh4I2vtvga0xj+pQ7VwSQmQulZA6WcNx6aD9fHt9HydX/DffWx8F8aVSKWvPMT8/n/UYrdVq3Lt3D6UUu7u7WTulhYUFvvWtb2WgdHV1lXPnzrG5ucl3vvMdrl27xvPPP5+Nheu6FItFyuUyo9EoY27zdZF2/uWBugVl+fllGVPLmOVZTAvcrVFPfh0eDodsbGxk1/bd736X8XicObfamuNWq8Xh4SGf+tSnKJVKtNvtrJZUKZW5e+/t7fHw4cOsBjgIAm7dupXVXL/++uvs7u7ymc98hunp6WPP9draGmtra/R6PVqtFq7rcunSpayW186JK1eu4Hkeb775JltbW8f2ASklTz/9NCsrK4zH42xcPvOZz/Dtb387qyHMJyHyMVp+fp1MXNhxvnDhAqdOncqY9LfeeitTC9i90SZI8s/zybl3cp5+1DkYY7JEwMn35Os28/f05GveeuutrM1Tfpzy8m8pJWtra1lS2n5fHhS7rksQBBweHtLpdOh0Opmsv9PpfOi788fHMZb/APiGEOIfAf83Y8yHCxb+DQ9jzJ8AfzL57zvAJz7iNWPgr/7bfG6n3+WN73yD/vY+G/ePOGyFSMpMORrlKgKRpP3rnITZRoP51WX2x5I/ffsBxTsHFIsByfW7zPz7VZKShysViSkz6AZEgyNmih7PXX6Co40dBiKhUXBRQmASg7IsldQIk94Q33cRRmMISXAxUpIkksRIUD5JHKONQbk+KioQa4PRaaZUCgfXLVEqTtEdjDATuaZSLt1OG2kSCgWP7rBPrVlDGs1XvvBZmguP8wf/6g1uf3CN+UaR6arDxtZ9ZpdqrCzOUmgUGOz2SHSCnkyYODGIRGKkQ2uU8MPv/ZgvfLVJsTrFZz79AtfeepNRFOBEAs8vsre3Q2raAYmJCeIxUoKSLtVihblZn1LBEI2HmJQmAeXj+EX8JMQYkNLBVR7KVShX4Xgelx+/yDtv36asHWYb8ySx5qC9h1/wmfXK7B90+M//7/8v+p0BzXqdslfHkQ5nzpxh2B+gkiJJ5KOchPpsle7BGOkkGAyR1kjhIaWhUlZ4SiGVQ6JDEjSIRxKYNEz3kFLTbFbwHYNLGjjjaBITIpRGo9M6MFUmiSWjUYKRqZGIFI+c2/IZRHiUWT1ZAH6SHYIJ9BJiEjdLSAS+9FDaRboFyr6kF40ZFwvgBYQPNynNrrDb2mRzr8Xh5h6JULhScm/7HYQURLFGOYbAHHHx8Svs721jdMSN928SBTEHuzuUS2XCUYTjFhEoHBOhlCASDsItk8QBWmh8D2ITEYVhytxKByMTzMSVOREORoj0b+ngohAT52QBJmXfETG98RHdeAyuS5TE9IcdhkHI/eGIH19/yObDXaYXFghlApUy/dGAKAwZxh1arQ5HR11mphdoNubpdA+RieHuzRuY8ZBCMa2N3W/1OTwaIAiYn4N63VCs1inP1JE4iARuv3ud/qDLE1fOc1YUkKaHVh6RqjG7LPnCV56mP0jtvkfRgOl6mYJKEImD0RFCJVRqLlefWmVhqc77Nze5vztm7zCkHyQUag4ry2VKuo9ONCPtUnIUV6+c55UXn+Bbf/wTEny0SjAmRmkQxmBI25to8YgBFSkViDQJQnsgfcpVj2c/eZEL58tUS0U6RyF/oCK2t1psbncwRpHucTJNiuh40l4kZf7SySiRIlVtQKqUMGZS6z1hhvISxHztURpwPpLrGHOCwYH0s5GT7xXsbLUYDQNK5QKO0TgojJB4hSKCBN+TuGjqtRoageMVUgY2SSVzidAIHJzE5ea1u4yGXXqjMcVKg1qtQrE8zWB0zJvmz9LxZ35v7ff7vPvuu+zs7GTspHW/zPdOU0oxPz/P+vo6w+GQN954g3K5nNXj/Xv/3r+XsYdCCLrdbiY7ff7559nZ2fmQ22EeXNpgx9ZM2Ux5PlNvmSPLLliGwTIrUsoMpPV6vWNz2LIgpVKJXq9HvV7HGMMv//Ivc/r0af7oj/6IN954g9nZWRqNBvfv3896QU5NTXFwcHCsxUDe3KXb7fLtb3+br371q5TLZb7whS/w5ptvZmyP7/tsb28fY/5tQG3rWxcXF/F9P+staWV3vu9n5jaWkbEARUrJiy++yA9/+MOMdUiSJAMHMzMzdLtd/t7f+3scHR2xsLBApVLBcRzOnTt3bIyklDQaDTqdzjGJr+1vmm+HkW8hkt/n7L21NZkWzOVZD8t4Zy75o9GxoPhn7a15A5N/3d76UcG4HS/P8ygUCpkZlRCCg4MDZmdnefjwIdvb22xvb2ffubm5ma2LFpg//fTTPHz4kCRJ+NGPfkQURWxsbFAulzO5sv1++x3WldPOAZsQyScqTprP2J95sJl/boxJW30MBoNs7IbDIeNxqnh77733+OCDD1hcXMzY7X6/n/UgbrVa7O7usrKywszMTCbXte0/rFP04eEhOzs72LYl9XqdarXKzMxMNgfefPNNut0uTz31FLOzs9n9dByHlZUVvvzlL9Pv97OaUMuiPlLwpc/mE088wfz8fFbrd3BwwGg0olwuMz8/jzHmmCnXE088wRe/+EV+7/d+75iD+UeNo50v+USFPcdqtcqnPvUp1tbWqFarWc/eu3fvZvPBgsl8C7E8CMzfK3scJ2uSY8+MBcf2nPLz90MJZvFIEWL/tr29ndXX2vfZuW7nrzEma5NiDafs3M8nbt5++23a7Tb9fp9Go0GtVsvUEx93fJwr7D8TQvw+8H8GfiSE+G/IdQw3xvznH/vJ/w6Ond09/pP/0/8FDQyCcXqD8CkXigCUigWq5RIVV9Fs1hEKfnT9A5L+kPlKkem64bFSgzgxGC1xHJc4DOn3e8SDHqOiT7G8wF/+K6/iuaVUJptojAlhAloRIGXKkmmtSaKQuBCDlMQ6JogCjNBpb0yT9lg0RiNVKhU1xhAGIb7vTCQyCikVnusxHEW4nku5XEWYgGKxQK1eQ6hUmtmsFfn8p5/jmedf5M0f/YD56RL97g7eeJ8oGjE3O8tjF8/wo7230ZMNQSkFEwMegSCIEt788Zt88Zc+z3jYo1IuUamUGQcDfEfien6WofQ8DyFTNsLzfEqFItWaz9raEnEcMBo+ag2gZSrBdFyFHkVoHeIqF9/30KTOk89/4hlu396iYgTFok+32yJSGoNHFEn+s//s/8G9uxu4jptywkIxGPRpzlYYDB4iRYlSrUwwHjCz0ODhrSNkKBFKoSbsMQiKhQKz0012d/oktoyVk20ZoForMTfXQClDEkcY8UjGFBuDMRoTJ0hHgPRSOR4aR6Wscr6hd34ROSmB+Kjj2OsB0vJVpEhrDoVIg/dut0Nv2CdJQoquZrpWZmd3i+Gwz9NPPsFPRl2MW+TWjRsoE5HEBmQ6t1xP8fbbP6ZSrvLuu++i/DIlr8TMwhKzs3N02l0a07O0WkcUZLoIpXXCaTuaZDJvx0FaBySlTOWbQqMchcC2ZJlsciaVNhpAOE7qpGxSZs6YkN5ghFOYplZrEI37jAYjYhOh4oSnn3oSHcPh3gHF2hR+zWEY7nDU6lHzZ5mdnQfSjLlS6YK+s7/DSEf89L3rDId94lgzCgyrK2s8dfUJlEh4uHkP2Q8olsokoebo8Ig4ilOGt90B2SCJIxIjCXVIwoiZuQINncqQEl0AnUBkMJEiiawrcILrSpaXp5lbmKbdT7j34IgggeVzS5w6NYVHjInjtDdmMiKJJc8/9zjf+95bjCINMjVFSsnEtHeuMZabyzGIgDYSYzRCjJlqFpmedSkWFI6jaU57/Opf/wJHrR7f+OaPuHPnIeNRAEyCs8RlNAwxxpmoL8DIEYgU9BmTSmgtC28PK6ETQhxzHoRHNWtaf1jeYzdKKSTI1LDsYP+QVrvNbP0UruvhOinDCyCkoFwt4/qGmfk5Sl6R8WCA6/mT52BIYsRknGIe3L9PqVhgeW2NdrvH9vYOcRIi5Uc/a/9zHz8Pe+vDhw/5j/6j/whjDL1eLwugrYlMpVKh0WhQKpWYnp7OghArRatUKlnAZ+dAGIa022263S7lcpmpqSn++l//6xQKhWMOlzaTDxwDIWEYZuuxrcWzh31Pvs7XGJM5ddrebtb8JH89lgGcmprKGLRqtcrnPvc5PvnJT/L973+fmZkZDg8PM6ZpYWGBJ598km9961vZc2GlivZcgiDgtdde49VXX836X1arVYIgyFhe2wrEymMta1QsFmk0GlnPSduixI6PlUZakxsrtYU0MH3xxRe5du1aBkItWKxUKmit+U//0/+Ud999NwNyUsqssX2/30cIkQGi+fl5Njc3s/HLAx3L7u3s7GT3IX//IN0LpqamMlbMyqTzEkh77yxozSsjbL3g/9C9NR+c519rAaVlYq2Jkk1G1Ot19vb2aLfbPPXUU4xGIxzH4YMPPsiAinX1dV2X1157jWq1yjvvvEO5XM56vVq3XSsbzo9TnmWUUma1pvkA34LxPHiw7z0pibXgo9vtUqvVsprG0WiUgbXnnnuOJEnY29ujWq1mSZWDgwOazSbz8/MIIVhZWcnk65ubm4xGI374wx9mIDSKItbX1/nUpz4FwL179+j3+5mz8u7uLmEY0mq1ODg44MKFCxmItu+fmZmhXq8fY/zyEuD8PDh16hQLCwsMBgM2NjYyNn5paQl4xN7ateL555/nD//wD49JzfNjf3Is87+397fRaGTOulKmvUD/xt/4G7RaLb7xjW/w7rvvHkuCQJoUyQNJm/TKJ0hOzlkhxDFFQR7k5qXMeSVAPnli51GSJFlNqpVd559XIEvSTU9PUy6XabVamQN0PnFnZd/lcpmLFy+yv7/PnTt3sl6sH3f862osQ2AA+KS25vrjX/7v9oiihPsP9h85qQFC9vF879GiYaBcrRIEMaEJ2TncwzWamoz4X/2Hf5vZUoWO72MSBSZhNOqjTYRODL1eFw+PUnGKaqVBnGhIYowOU/mrSGvzwJDEE3pe67TlAjGjMMgycVEUpX3XTExq1a8nEssYbfRkY0hvrpIOSrkp0ycclPLwlKJWK7MwP0u1VmDr4RbKaIoqRnvw4rMXabW2SLRI36s0nqN58RNXeetHH5CMQI9iXJGya2ZCiQopGI3HDAcDKo0md+7cJAxDGrUavpPq7q1DnuOk8lnPL1IqlKhWfaYaLsrVjMYDtEkd/wyGMBoTJzAYDOn322gT4Ew7uG6NxDhpawUlaTanaLhFwmhAHEdUp2ZxZJ3f+s0/4Lvffo0wTCYgETzXxegUmDh+Aek4DMMeUkWUpzxK1WIK/JRCupMsDoJKtczC0jRJItnd3UOHOgWFNqMEeAVBc7qM50sch1QSmNvE7M8wGiESQ2WqQbNZYePhHvVqndFgmG1+dlHJLyI/awPM/z773aSXn+urSV1k+llBHLC9vc1gcIaSFGghqU7PMojaJP0BDRHy0icu8a3vvEac9JBqwsYaw2jUo9c7Ik7G/OStt9nY3ObK1asYJajU67S7XVqHLar1BocHB8xNzZCccBPFQBxHmFzdkwCMTNtVCCaGPVYdaUzqTGsMkhSsPComNwxGCafOXaFULDPqPMTECdpExGGHfnef2bkGrXabURhSK5d4/uXLOEJx7UdtTFRgTsxw69YNpJL0+ofEgFctIyIfUSjRaDTpHnUZDvu8/tobrK4ssTC/wl5rj3A0ptvp0xsMqc80uTRpBq6VSHtvxiFaBxgREkQdIMHxHKIoxhESY2KMjjDaYIQAo5HSgInwHJhrwGx9Di0cjDLIsEWkJyS0lhxxH1WfZmba4/Rag1v3jhiFdjZOoOQkw5B+x/HG47GOUV7EzFyRxSUPYXqMRhpJaooknITGbMKvfO0lBv2QdrtHFCUo6TIajXj/vbs8uLdH63BMGCQYmYCI0qLlyb021sk1t2merK1IEj0pATi+weUDp/SeT0otRerM3O312D865OyZJRIJRggcqRAGHOWAAK9UYPnsGaarNYIwJpKgHMV4OEzblIiEUyunqBSKbD5I+6rVG3VcLzXwUkow6bLxZ/H4M763Rty6detDdW5Wrpj/aWVhDx48ANLM+N/5O3+Hcrl8LKi3Mk+tddYKoFarZTX8NrA8eeQz+lbqOhwOMwBgg9R87Zl9n637LhbTZLMFlrZe0QZelh2s1WrZdVj57ic+8QkODg4YDAbZZ0speemll/je9753LOGSBwlCiKxHZqlU4vbt24RhmPXhLBQKGdCw51EoFLIaN1snZntG276SttWIdRO1IDNbkydM2MLCQmauE0UR9Xod3/f5rd/6Lb7+9a9nhio2UWTZMWtYY91ra7Va1m8zX68mhKBarWaup5ubm8dcbe3heR6zs7OZiZO9lyf31vE4JQdKpRJzc3PcuXOHZrNJv9/Pgvc8W35Supj/rJO/zx9CiKyG1SbEbD/Cbreb3buZmRniOE06Oo7DJz/5Sb75zW9mANNe62AwyFxXX3/9dW7evMnLL7+MEKlEttvtsru7y8zMDK1Wi3K5fIzNsocFD/maYntP8lLOPIC0SRv73jzzffHixayXpn2+RqMRR0dHzM/P02q1CMOQZrPJU089hVKK999/Pzun999/H8dx2N/fz+aBTdIsLCywt7dHp9Phj/7oj7h06RKnTp3Kep0fHh5ydHTE0tISzzzzTJYEskkiyy72+32s6iDfC9c+u3YvsYknKSXVapUrV64cmzc2qW+M4eHDh8zNzTEzM8OFCxf44IMPjiWh4LjbtF0X7E+rOpienmZpaYnYdjXIjXulUuFXfuVX+PKXv0yn08mepeFwyHvvvcf169dptVrHnKk/ChDa4+RzYxNqeYB6cm/NM5p55tUyybYMwX5e/jqtwdHs7Gy2nli3YAuEz507R7Va5caNG7RaLRYWFrJEhVKKa9eufeTzBR9fY/mLwH9OWvj/jDHm47nP/xkOA0SJYaJQBGOIREyik6x2YtDv0261qFRLVOtVTp1awXMk9++8z3/1//l/87Vf+xXq63XMyKDjFCBJmdY6uo6D63psbm5Tq6WGIDoJECYCHIx2iGJDEmuMnjBbMs3IBTogCEfpTYoNUZTW/QnJBFxGJEmINo/kO6mkx0xYBIWSHmGYsLOzx9x0hVLZo905xMgixZKH4xcxAlyVELkgPZG6gkYuQQzjdpfFuVnmlpfYuPtg0r5EprJN0lrDRBimm9MUSyW0NszMzFKuVFAylSDYwz7svu9TLgqKhSJKBVRqkOgxcezgOIIwNCQ6YagjjCmw+eCAqYZPHPfRJkhrMB0/lUvqmELRpV4tECcDtE7Qict3vvdT/vH/97fpdUMcV5IkMXGSIKRkHAQcHbVYrPsYKYnMEGEGzMxPU6kW0aM4redSisRolAsQUKtDqTwPIuDh1hHxJF6ym9XUVJGZ2Qpz81P4BQdlNLE5XueQZr4itBEoR7OyukiCiw4l19+7/qFs6ofma24h+KhNLwXCgJAIZWhMT/GlL3+e1mGLt968gev6qZlJEFKUklgVCJRP9dQa4+0N3vnJj5g9t8zGvRskRhEkqfxUSYPRAr/gsb39gKeffI5PPPc8h+0jNjY36R4d4nsulWqD+aVTJOMhrSOJlPExgICAMAgBk0mIMAaUSkGQSaWW0qRclxaSxETItOcNBpPOuSQhjIaEMZy/9BRCRPQ6D9HJgNgY+oMug2hA7Go6cYe41ybZHeB90GFhrklncMj+wx4Ft8D0TJ279+5SKCqCYcDR0T6nlk9x+fJFHMdhNBhydHDA3dt38HyH6ekGc3MNrt+4kQanUUjNb+AKRRCGRCZBSIFJ9KSvqQA0vf4RftFFKoXBIcUBqbNzFKYtgwq+TOXSxkxqmkOkcTARmDh1jdYIEiPoRxEialOvTPHUU2e5v/FDRtohpapt0GHnyckaEI1wNStnm1y9usTcfAVPQhxFjIiRjgYC4iRAJy5+ocip5QI6ESRxwjiKmZ1fJhiv0m6Nuf7+Bu9d32U0TNIemkJhzM+uPclnkfMBzslAMT/vU4VEWjtqg4d+MGJsEkpGEycxRBGedEgSwziKKHpFFtZWePrKVQavv8HIhThJGLa7xMolIcQvwPRMjYO9Nru7u7SOjlhcnMVxBXF8HAT/WTl+LvZW88jVFB613LAszXg8ptvtsrOzw9TUFDMzMxOzMIf333+f/+K/+C/49V//dVZXV7O104KDarWK67oUCgXu3r1Lo9HIPjtT1UBWK2mBkzU0CYIg++882LTMkw2ijUkltHl5bF6CaKWKc3NzlEolDg8PSZIkc66167kFo3kQfXR0xPLyMufOncuC8Xwdkx2/ubm5DBDOz89TLpdRSh3bW+212xq/SqWClDL7fwuALfCyyWrb8iUIgkxCaWWKWmsqlQq1Wi3rgwjwne98h//yv/wvs350cRxnAf14PObg4IC5uTmEeNQofX5+nmq1mgXJ9pm3IKZSqfDEE09kbEkeNKV7a8pWzs3NZWxJHjTk285YWfTp06ez+/naa6/9axmSf5O91f60oOGv/tW/yuHhIT/4wQ/wfZ/d3V3G43G2rmmtOXXqFJubm/zwhz9kbW0tYyvt3LPzqlAocO/ePZ5//nlefvllWq0Wd+/e5eDgIOu9evr0abTWGeufHwfgWM3lSTmxHff83MobVOWf0fF4TBzHnDlzBkj7yNpnqd1uZ4Yt7XY7A6SQGjW12212dnYol8vMzc3x3nvvUSqV6Ha77O3tsb6+zpNPPpmBqP39fd55552sD+j8/Dzvv/8+3W43Y7st45xn3PKxkpXZ511b7Z5ycs7lAVV+n8nXNUZRxGg0ygDzjRs3PjQv8slSOJ4wlVJy5swZnn322UzWa/s+2vPPs4vz8/PZM1woFHjppZd47rnn6HQ6vPvuu7z99tvHJNYn563dO+05WJD6UXvrybpiOxfsvLYqouFweMy0zK6r9nvsc/nMM89kaoY4jrNa1yiKsnv68OFDNjY22Nvb4/Tp05n65OOOj2Ms/xPgrxpj3v3YT/if8TAmde9UCFQa96JlytCkMjGJNoZeGDLuxPQGfYLBkMWVJdaf/QRl1edee59zUQ90GZ0IojDAdRUlv4pAUfBr+F6fIOilC7pIcKRE2ADSCLROiKKUrRqNx+hEEpuQKAkwxhBGIXEUkegEx1EYk5DoiERHOI6iWChRLBQnkjGNdEApB+UoRsMRSqbMoe/71BtTREmPQqGCcYpoLUHotA5LOQjhYESBMFZIAYNxj0tXLrHxYAOhJEKKrCY0dajVbO9sMxz0qTWnaTamaDYbeHFAuVqh0+ll4FdKiV8oEsct/EKBcllSrxdRKjXVQUAUpxtvbBQ3btyjUq7je2WMGJEah0QkOkRPwG2pVECqkOG4jxEuf/iHf8K/+M3v0mmPJ3VfqQR0PBqjkwRiweFhh/kz02ijCYIBYdim4dcoVYqE/YQ4SS2VjJ7095QJ5WraI+9MPEuUwP5e2u4ADJ7n0mzWWF6ew/cViU5ZOY2tI0oZNqM1ygkR0hBFI9bXz7B25jF+77e+cUxucXIxgEd1ao8WhVR2eDIbJYRkaWUZxzG4vuHs+grTM1N88P59xpGh1xtw5+5dHltuEA5Cvvujt5mamuVzn3wWKfq8e/s6URCRdkGxxeGpXPOoPcbzfI4OdwiGEZ1+j06rhZESU67S7fXY3d3hl774Sd75yb/i3LkVkiQmSdJxEkAYhSgp05pdnfYqVZiUuUIhpA0AciBjYkRjJoBL64R2t8+p1TPMzc+TRAN2tm+RJH2MLNAejBibmEAmzJ2eZ6pRYdAZsnLqIu9fe4840ZQqPg/v7yJpcfHiBZTSbG7tI0yHxy6cxvNikqSP42rOnFukVnHZ3z3gG9/8AzCCJNF4xSKzc/Moz2X/YI+D3hbmy4+nG59Rab2hSWsDpVT0+31cT1Ap1UAYoiQiimKiREzGJwVOQiqixKB0nDqX4iCEQesIYyQJgtgMCEctwmGb8+cXWZibYvRgjE6AiSGYrUdkAm6ZsL+u7/LcC5d5/Oo8lUpE2fcpew2kMphJPXCiNZ5yUtYYDSZESoXyJMopMBYhjpT4Tpnp6SvML6zyrW++ThhohEyv2Upn7ZzO/0yNRBRKpc+nlcCenPvZ67UGEhylQAhirdne3iExhnEY4Pluuka6HjoyyEAQeCGeV+RLX/gC9zcfsp+MGQcB3f0DhpN1ulwusL+/R5LERGGE63lUqzUMyYSx/DN5/FzsrZaFOwmY8jIyK7HrdDpZ0/eXXnoJpRRbW1tZXZWVhlqAJqWkUqlk9YP5et28YVXeMdQ2krdgyLJ3lq20UlEbRCulMobFsmyWcbNASk72Vs/zaDabmXT2pEmQHYM8U9Vut7l69SrXr18/Jle0oFYpxf379xmNRhnIm56ezsBFp9PJwIllBR88eEClUqFQKFCtVrPxB44xsx988EHGINl9xQI0e5+svLbf7yOl5L//7/97/sk/+SdZvaQda9tTVIhHdYXGGEajEb1eL2sdYQGLvZ8WANg2GZcvXyaO46yFBDwKvFdWVjLpbz5ZcVIeaEHIhQsXWF9f55/+0396LOjPry95NvykySDwEXtr2pbCmuQ89thjHB4e8s4772Qs282bN1lbW2M4HPL666/TaDT4hV/4BaIo4tq1a1k7GCAD+cYYtre3KRQK7O/vEwQB7Xabra0thEj7una7XTY3N/nSl77Ea6+9xoULF47VEVogb+v08ux9vubtJDjKSyDzkt6zZ89SLpeJ45i9vb0MCHU6nSwJsba2Rr1ep9frce7cOd5++23iOKZarXLz5k2UUjz99NMIIbKa0suXL6OUyoCF/Z6dnR1+4zd+I4tzyuUya2treJ7H3t4eBwcHfOlLX8quKa/sUkplrHCtVktj5gnLfhLw5U3j7DOWP7TWjEYj+v0+vV6P8+fPZ62BTtbh5tcbO6983+fTn/40Fy9ezGrKremXPXcLuuz7bexnW8VYqajrunz6059mbW2N3/md38kk6/nWHifBsv29TS7k5f0n//ukisiuq1a6bMfRMto2kWTXMWtGdv/+ffr9PkEQ8PDhQ0ajUeb4u729nRlB+b6f1WV+lLw8f3xcjeUrH/vOPwOHwCB1nLIhQmAEeFJN6oNSq4iJxQ7EmjDW7B+0GQxDTBRx6TNPUW+uIHQRnZiUjYwTPFVCSI3RCUkQsHJqnmDUJpqY1sQ4OLKAMC46hjAMSJIIMIyjFDQJOdEpm4Q4DgiiEYaYZOLemugEg8ZzfCrlGo7jIUjP3XgaUYhRSYwTSKZKTaTwqM9MExGSxAnlagWDIjEJJolwkoQCDkPpEzsRoRH4jmTj1jWeWj/Hd5RDX6YSTxMJtNAkQGwSDlpH/OA73+XVv7rA2tI8f/kvf4V//hu/RS9IcMtVqgiE6jAe9Jiu1+kOR7iuYnauTK2kcFwDyiEWEqMEWjmIUZ17d67xymfWUE6IazwQLokxSAIECoXD7EyDYWefsSnwJ3/yI/7oWz9mPFRoYUAmCMCVLq6Egu/hFqtsHNyhNlPCGIGIQwpyCs8v49d85GGEkhphDOi0h18cj/E8DaJLczbmvJlGCYfW4RFxnOA5Bl9EeGZE57CLOzOFMYJEC6RMXUzjOCEIA5SIcN2EUf+AWmURpcr0up1jGwR8dL3Ho0xvOnshrWG07qEWQFTKLr/2175KpLuUKwmeV+DCpTne+ek9xsMxr73xDrPTz1ItJywsFdjdfsjG7hwzczUOOgOiwBAkITgaMKg4DaowgiiKubd5FyUUQaDp9YYo5SMKhjCJ+MLnPs3iQpPfuXOP5ZVZjEnQJsaQoEkBJiYkMZJxpIkjkCI1aFLSRURJ6lSKxCTp9xuhiUxETILUoPWIfuzw5NXPU3EFg6M99lodjJCgI5IgYmlpGe34GG0oVDx0M6L1cIgY1Xlwe4NytYxXqlFyHcLhGJEYksiweHoerw4H/R2k4+C4Hl4SUPQKVEo1IrOLX2lS9iSX1teIgUgoygWBaxKIJImjkI7GxDGQOgNLKVOpZpwQxlCq1gniI3QQEMcJUgji0KCERKgElCSxclITkfasyfWOTSu0aQdtphsFLpyfY2v3HvFYkmhBLNLRVjgYmbKWTpwQOzC7vsIvfOVpiPdTRtKr4pemkERAITvf9EhZ4hTUp2oCFx8lI0ajECnBieHKhQUGrYt87/vX0YlOmdkTrUqMAWPkhElNEBIkGm0SJAatU9MpY12bsvcZjIlSNtRIRCLwlSLqjVFaYYiIgiGF0hSjKMRXHkJLkjghcQMaCzVq9Srh2OXo6JBx2EfrmLJfZuXUOXQcMjcz5FwimKo3cBzF4uIi4/GIP/7ma/+j7DX/Yx4/D3srPEoKnDSnyAe0NqhNkoTt7e2s5u+zn/0si4uLmaTLBtGWmUiShCAIOHPmTBbU2GDT1u/ma8MgZXTsGptnDizgtHM+b+RTq9WO1T7a99ogdXp6GsdxmJmZyVgga3qRZ21toGiBpeu6vPvuu1y4cCFruXJSphbHMVtbW3zzm9/k137t15iZmeHXfu3X+Mf/+B9n5hrGpO0BhsNhZqrjui5zc3NUq9XsPOGRhBPggw8+4Mtf/nL2uzwQz0s5rfHKN77xDX73d383A0L2+qwc1NZ13rlz55h8tlwuZ06m1hE4z15bhtHKA69cucL169fZ39/PvBnsvdrf38/amljpHZAFrpBK9NrtNs1mM2OR8wG1HYeTx0l5rT3yzJQxhmq1yt/8m3+T8XicMTKXLl3iRz/6EYPBgO985zs0Gg1c12V2dpa9vT3u3bvH7Ows7XY7Gxf7PXlDmDAMuXHjRgaO2+121kIkiiK+8IUv0Gg0MvCan1/2p02KnFQM5Nvw2PHMs3oW7Nt7cvHixdRsbjSi3W5noCgMQ1ZWVrLxsud2cHCAUooHDx5Qr9ezpIWVQ8dxzPr6Or7v02q1MoBknWenpqYAsnrExx9/PDt3y/6ffHbtPbVz3H5PrVZLVX/Bo1Iye4/zrF+erbNzKg+4bP/VCxcusLm5eezv+fmUr2ddX1/nC1/4QmaWVS6XqVar2VjbBFV+jcw/D77vHzPb0lrz2GOP8ZnPfIZvfvObx773o5h1+3u7Rh13Qn/0ffnX5kGqTbDZ9UjrtN+tdZG2Bj723KampqjVakgpuX37dia7r1QqnD59mjiOOXXqVFZv6jgOp06dYjQa8du//dsfef7wP2Efy39XhzpBL6f29ZPNQ6QGD6kbqt0ENcPhiDt37lH0Eyr1KaYXUiYlikMkaY2PIMaQZlmVYwiCMUE4QAiDEg6lkkzNNbQkjseT+rGEKA5TQx+V1l0lOiKOQ6KJiY81lLCTx3FdlHIyAKOTBCENylG4ToGxMATxkBc/9Ry98JBREKCEZKranEhEDWE4JoljTGIzzGlQGIQBs7N1ygWP4mSyCyGPFfMIBPMLc3zihReplCsIT3HpsfNcvnKF7Y0tSoUCniMZ9NPaA+Uo5ufnGI2HNJo1XCeVNwnp4TguTsFDSEUgC1SqRabqZcZBgOt6k+sUOEqlzCqKxcU5NoZdvvGN1/jTP3mDUaDQWiInLqNSSlxHIaWg3T5itlihUHRYPTMHYo9CMW32ohlRqqYGII6bLlIykSmLbRTSOGhtKBaqCDpMzxQol2fodPuUSxUW5qdxVDqXwjBCSsX21i6zc/MIH7SOCYMAHSa4vkGqHggfGDMa9R+NZy64yB/p/1uJkDMJ0g1CpkxgijANruvQOtojMQGzsw0QBuMmfOrTT1OpNPjB939Ctzti5+CI4lqNQIQMdcg3v/d9arUyg0GfSE88P7VBiCSVZyJw3BQUaCdNKgySMdqTKFcxMzfFL/3SF3jy6mWEHuN7BYaDAaVy4ThoFoJxMAIZg1E4qoCUMUoqHDc1S8KQ1kvqBEjreLWJiXWMiGOiUOP4Ls2ZGaSI6LQPCcIA4RiEUrx/4xr7wyFHvRG9zpDm7DSVSpGoF6NMicZ0k5Uzyxwd7JKMY7QRTDfrJEJQrhRQY1htLhOEEU6pyLg/ptQs41WmqMzO4xZKxMGAmUYFx/co16botg8xQcq0I12EHKN1arQFdqFP2wq5Tgmjq4zHMZVqE/wdomBMkkRoAyKWSOFOTLLsPEglsEbr1NxqsrBrnSDb+0zPTHH5ynn29gbcvnsPjJjMk/Q1gpRBN8KwuDRLqeyRjDyMlriuh3QkrnABa/Bh5WEOjjOxoidtBYMu4TkaSUAYJsQixsiEp55+nNt39tjd706u+9Gczs9jIdLnM0nSOsZMsmtdp/iwzEtMan3jOEa6DtpoSqXyxDHWyqQTktAglUR7aY25Ngm16Qae7+FGEd12hzCJMCKhUKrgFxTVcpMzp9d4sNXiRz9+i1qtSqvVwve9f5ut5M+PE0eeqYTjAc9J2b8Nzvr9Pm+99RaO41Cv14/JxGxW336ONbkYj8cMBgOATKJlGRsrobMBUr7OyAbRNrDOB2xW7moDYHgEAixjZWuzPvnJT9LpdDIXTcsqWkYqX+9lP2s0GjE7O0u5XKZcLmfvPVmTeubMGT772c9mBkVra2s89dRT3L9/P2NSLWBzHIelpaVMxpevf8wzvUmSMDU1xdTUVKqimABee81W8mab3X/961/n61//esZa5eusLIg/OjqiWCzi+z5nz57Nyl4skLbSXXv/LNi3gawNRrvdbib5bbVa1Ot1VldXs++0stutrS3m5+cpFArZfbZMULfbRalUIWL9Hex42vubP/KBdr69zMk56nkeW1tbRFHEwsJC9t7PfOYzTE1N8a1vfYt2u83e3h6nTp0iiiLG4zHf+MY3mJ6ezqSj9vNPzjX7XbZ20Pp8LC0t8Su/8iusrq5mrNhgMKBUKh0DOZY9zp+vnXN5Axb7HvvdNsFijY88z6NSqQBp/acFGbbFTKfTodvtcnR0xOLiYtYmxNblrq6ucnBwkIH9ZrMJQLlczuTBlsEaDodZq5GZmRl83ycIAhqNBr7vU6vVaLVa2bjlayjtfcyzz3bOGWOYmZnJWlzYNcBex8l5YGOuPNurtebg4IDp6WleeOEFdnd3effdd7Nxy4N3O7a2NY+dU7Y1z0fFdXnG1Z6DvTbP8wjDMJOhP/PMM7z33nvs7e0dYydPJgrsd+UTRPn5bc8jv7fm68/t82qTY/nXf9T4WdXIeDxmf38/W+8qlQqe5zE9Pc3Zs2d5+PAh3/ve9zITM8vY/qzj5xpY2ht50jXr+IaYOonkJ0ScJPSGCbdvbfLOW++zcOo0XqU2WSwmi9HkXgZBgJAx/UGfdvuAoieplEqIUpHExOhJuwUlJNEoSsGpBK3BoImTkDgOiOMQbd1gc5let+iQxuspoyQQuELgSpdIxjRmCgTJmFD0iEwfY2Ic4VP2ypN+jQlhNJ6ce9qvTimF0DAaDikWi8d6+WTLrLFSilSS1GjOIKTCk1AslTi1vMqdW/epVSqE+axYoimVy5xfP4tMWjgiIu0z5+H7RaSb1qEpIfjSl18kTkZpXZXjo5Sb3g+RJgAMglJZEQYRP/zB24zHKm3NIkjlp4nIwKznKTzfQTmCs+dOo6TC9+ponRBHknCsULKIEL30rmcPvEYbhTHpd/faAYiEci1herbGzLhCFBqkNMRRjBLJxFK7wPR0E2ESdBxitGY06HO410/B1qSlSaO5hHI+XA+RX6we/S0NwkvlQmrypBP8YurmNz09Tb/X55lnn2J5ZY5Go4LjpiBNKYnrxTz73GXm5ub5wQ9e49r12xSnLhA5kk44QBuPsDcADG5JIeNkIks1SGWQQiCVwHUdtOMQaoGMJbPNBp9+5bP86q/+BUb9IUk0pOy7zM8sMB6PKZb8YyxsHGu63R6IAkEQUC5P4XsKKb2UgzMmZeeMAZGaU0mpUrY+CZGJYBxGVGvzKGUgCdjf2yLRMSAxOiYUIZVpn8CNEF4Nr+hx7+EGnaMeOoBquU65p+iM2oR9Q9Abce/BXfphl5mlOephnc4HHebmZinXShzsH9JrD4nHmpWlNUyvTRgFeL5ADzp0ei2ENoxHhr32kJmai9HDR8/lpCcjQiClg+9U2Nka8sHNFotL88yealIsJ0TDHsl4OJG/SozOLfpJkvK9RoMQaBJiNIlJ6Aw7FKqLnLu4yvqFAlsbtwkCmcq5RYIwCWkrF0FCQrNZxFUK6fhonfb+1DpEuA5KOtnGmk47idEKIUVqaoUAIVESKMSgA4SJieWIqabHL3z+Rf75P/8DgnEC0jl271OAPUkewCT4LExqGR+ZDeUzrI+AZVo6GicxwhEYR2GUwHFcTBIiJp+HIzOmyvcUvqOoTgxeRpFGmFQorByBMRHbOw95GIUIFA932mw+3GA+niOMRtSn6v+2W8qfH5MjnxnP29nnA9y8JCsf/AyHQ9555x2WlpY4ffp05hIJxxNvo1HaZ7TT6XBwcIDv+1QqFSqVyrFMvTWVsHWU9vysJDYPLPN7a75O0h4WwDmOw/T0dNaSxEopHcfJvj9vMmLHwQa93W436++XZxXzUj8rg6zX61lM4nkeZ8+ezaSsJxmnSqXChQsXsgAvlZyn5kP2vJMk4atf/Wo2Hvb3eWCTb0nyx3/8xxlTaQPLPFD2fT8Dp7ZO1gI+y+LmjYHywallb21SAcjMd5aWlrJkgAX1QRBQKBSYmZnJrt0CqoODgyyoj+M466d5kqHJsz4ng27LAltgXCgUOHXqFEdHR7zyyissLy8zPT2dnXOxWCRJEl544QUWFxf59re/zdtvv02hUADI7u/BwQFapwZK+drGfM2uZeOt0+/8/Dxf+tKX+NVf/dWsXtUyPsNJbJafm7YG0j4bU1NTWc1sPr6wz1xe/mrnggV69nVHR0eZLNwmYaxZlk1W3L59O5MvN5tNyuUy7XY7q6O27OvZs2eZnp7m8PCQpaUlqtVqZuATBAFnz57NWF3Hceh0OrRaLYCsv63ts2rvl30m7VwsFovs7e1x69YtlpaWqNfrlEqlzKzLzm37vJ9kfS0Qs3tgt9tlamqKCxcucPHiRa5fv54lWE4aBBljmJqayhI5+XXGAsy8fNmeOzxq5WHfo5RiOBxm414oFPjlX/5l/uE//IeZOiN/5MG1nQtWyvzI3+MRi5kfv/x7rILh5HOeT17kazgLhQL1ej1LItj1Nooitra2ss988OABt27dYjweMxwOmZ2d5eOOn2tgaQ87KfLUdn4RFOZ44W+iDZGG/cMe7793i0tX7rNy/hzaSLBtKJKUrUiShNE4Yjwap5IVEVFcnAdiYpMQ6bSOUwpFGI3ROiLRaRBm0ETRmChOjTSSxODgHjs/NTE+STP+KbujDDhIDBFzyxVe+tynGY0GmHEPz5U4iYQkZdFS6USI1mlrB8dRxOGjLNdg0KM7MARhmDopyvy4pADg8PCQ7mDEYrGI60ikAtfzUU7qKHY4WVTFZHyVlJw+fYbNO+10sXQdPF+BSAiCEOkopAShxkThCNdNs6jWjVYnKYNmRAxyRK1WwmgnZbpIUJOWJkxq91JmV+E4ac3k6uopXE8ShSG+X8JTPgEuvjfAmN1jc0EIK7VI3zvVKDDVdIl1SPtoyGg8AukwDgytVsJUw0cp8DwfdIJO4okhC/iuwnMdRuMx7aMjjJSUyuHkQQ6OZc3S734UZKemNYbFxRle+czz9AYHVKtFlldWqdWmKBQKJDqhWCjheQrpREiVygvT8dK4vmFldZpq7TN893vf5sYHOzRnpnB9QRTGBDEYIlwvYWqqAFpijEQ6UCoWJ/KWEtOLi5w5f5FyqU6l3OD02hnqdcntzg7BuEt3f8S7P73GJz/75IeesyTRjIMR4702g2GPudkF6lNTSCGIIpkav2gBia2ti4mTEGMSkiSEyJAMIk6tnKffa+PhsPXwPtokGASjMGEQRDglWFhd4u0374LyKE0VKUxVkEYSdkd0hrt0xiO2N7rIWDJdL7J4YY7ls8uMegnDOKQ77BOHI6LRmE63i0pcxt0+3V6buxsP2dlrU616zNTLNOs1Iu2yddBmpumDeSQTS2sJFSKWIF0KXpWdh7d4+907vH37IadW65xZnWVtcRbf7RKPupPWKhqpJnW6UhAlCbGOmWBLUDbZY3B8w9qpRZrFJv/q90v0dgaEWmFEghQarSWxEaycXuHKlfX0GVEuUk7qi0xEGGkcqbLzlpJJfadlMdP1DZMyiI7jopQmfRwdpITzF5Y4d2aJG9cfEE4SIfbeK5W2kzETvatfSDPSUXREFOU3u1Q1YYPgOI7TdiKQtloxaZ/hpZXlNNhWHmJC9KSMi0xbquj0e0rVChcurNN546c4QhJjcISD0YrNzW0cYRgOxmzvtanXpzh7dg3P8/E8lz8//ocf+Qx9PsGQl2ZatirPFtg6u7fffpunnnqK9fX1bE20oMG+djAYMBwOs/5wlhGzgM4GRtagJs8OWAMfK7W1ktDje+uja7CBlWVNFhcXefnllxkMBvT7/QxM2CDVBuL2WvNuqJZpHI1GmRkKPGJk7P8/fPiQ4XB4rIejDVz7/T57e3tZ0Gf3rccee4xr165lgM6237DGMnZPsSxT3ujDjpcNSGu1Wnb+NuC112i/Nx80X7hwIavFss61lgHJJ/LtOFjAbCWM1izIAhKtdQYKarVaxhZbBsUeFphZ11IpJUEQHGu9kJf95eek/f3S0hKvvvoq7XY7k/JZYGKvwUqJ80yOBdyrq6u8+uqr/Kt/9a+4ffs209PT+L6fMZd2vBqNRva9Qojsuq1b6pUrVzIWb2lpiUKhwObmJlEU0e/3efPNN/nMZz7zoefNJtQsU7uwsECz2czmcv4ew6PenRb8WNBgGUXXddne3s7mRL6v6/LyMj/96U9RSmXJDyEEvV6Po6MjWq0W9+7dA2B6eppLly6l/cMn/TD7/X72eXt7exnD3Gq1eP/991lfX6dWq9FoNDJzrt3dXU6fPp2BlzxjbudSuVzmnXfe4cc//jHXrl3j9OnTrKyssLi4iOd5mew9zzpaMH+yHjP/99OnT9NsNpmenj7mXpyfQ+vr61y9ejV7RoEswWOfNbu32mf9o5hMIEvU2HVOSpmB27fffjt7v51/ebk+QKFQoNlssru7e6w/bH4dsoqNvLzVftfq6mqWdLLHSXdhe55PPPEE3/3ud48BdoA7d+4gRFqjvbm5SbPZ5PHHH88M0T7u+LkHlgaZys8mwftEiZcufFKm8kseAcsU/ev0fVrTOuzQah2yGJ1CSy+VEJpJGxCd9qkcDocMhyMGgyHJqEPVU9TqU0SJZBQnEGq0cBkM+5NAeiLvEpo4DietNyLiOM34CzedQGlfyLwpQpr519rKJgOk12fxdJHNO+CoMr4LBGPCMEAnqWlQHE+slgVgUgMRPZlgQRiyt3eUunkaEFhnWEAbfM/liatXWDt9mlK5CqSZr09/6iWiccSbr/+QenOaYDzGEWm9QBAbXMehVKlA2MOIiDAaYGIwUuAIJ1t0hJC4bgGElbeaSWA62VicIcWywvNdoihBmIhUApgalRhStic1kEkQQhNFIUY7jOMWQhXwnBrBSHDv7n08z8/GI2vaLiVCG4RIW0h4nsvptWWkLPDGD35KFAh0NJGw9Aa4rmQ0HGGiCFcpjE4wWuNISaNZYRyFGKEJxhG9zjDt92dSEJsuFClwPl4XInGUw9z8NBcvrzCOPOqNKr7fwHVcpJJI6abybRQIjVKQIDA6QRgPpcB4CVN1n8fWL/KHf/gtjg47LCzMEEWa/iggJsBzNYvzc8w25iabeDIxp2gwMztLtTGNlD4Yh3qtQrNaJQz3icMBvf4Rdz+4z507d3n2k5fSc8c8uh9CEEUBOzv36Pe7KJECbkc5k6DDS12adcpgpXKyAKkUcRIRBSFCxxSKBYJRj26S0Om0UF7ajmQUhtSaMxyMD+juH7Kz12JQHnPh0gq9YIxC8tjZM8R6yN5hm0FX06zMMD9dpTg1wIzatDaPWJ5bJRqP8R0P37iE5YT55gIF41LwPHYPe1x6/Ck8xzDu7dPu9Njc7RKYLpcvfDmdM6StNFJZSwrQpHAp+H4apBQLbLUHRPcr3L7xHo+dneKJSwvMNKfR4YA4GqFJkE7aO1aKtE4za7sCCOkgpUGLgGqjwHS1xvq5Fe5tvYcwJiV/J9Jm6TrML86ytDgDcQspHRCGOA6IwiHC8UniFAxKKfH9Ao50kNIl2/cMmAmKS5UECpkkKOkhpcaXDr/4pc/w8P5vEE/an2RMFZMkmIgpVHyuXnkcSfpdDx9up6DTiKy8Mh88psGNxIjUyKc2NcXFy5dwlYMiQU562x7LwgqQjkI4ik+89CJv/+RdHARSOcSRod8bE45jFuZmUTJlSmZnZlBSEgZjxuM/c2arP1dHngE7mR237J39u/2Zd/jc2dnJnATzAVzeaKXf7zMcDrOWEjagsu6vFgj2+/3s820AlmcsLYtkgWm+GX0+qZyfj8YYFhcX2draysDVaDTKgtd8w3X7fhvEWuCzs7OTgQ4L8OxY+L7PCy+8wNLSUuaGKoTgypUrRFHEn/7pnzI9PZ255VoA5LpuVl+ptc4MY2xQGcdx9jvLaJ0MGG2QaU3/Poqdydfk2fGwzGav16NcLmcyuRs3bmQgyzLCcNypNFX6+Kyvr+O6Lj/84Q8zwBNFUWbQMhqNsoDYrhGO4zA1NZV9/3g8zkyG7HzLA/a8Us2y02tra1y8eJFer0ej0cjkfPa+5MGZHduTyYqpqSkuXbrEb/7mbzI3N5fVl1kg5Xle5nBrHWE9z2Nubi4Dgva5qFarmczU9iLd3Nzkxo0bvPjii8fuhZ1nYRiysbFBt9vN2Ke0W8AjZjg/Brb1Sb5O1cpRkyTh8PAwA0Dj8Zhms8nR0RHj8Zj79+9Tr9e5cuVK1n7HsuW2pnZhYYG5ubnMBXZzc5PV1dUM9CulmJmZYXFxMWNAt7a2eOaZZ1BK0el06HQ6bG1tMR6P+dt/+28fYyhtMsECtmKxSKVSoVQqsbOzg1KK9957j4sXL/LYY48xNTWVjacFqHYu2/txUmmhtaZerzM9Pc0TTzzBxsbGsXXBPlenT59meXk5G1NIgeVwODw2921NsgXF9n7kAaatyc6z/Z7n8Rf/4l/k9u3b2fNrEzN2XhqT1r1+6lOfyp7re/fuZX+3R35vtc+C/e9ms8nVq1ePJYDyJEd+fRdCcPXqVV577bXsGUmShF6vx3A4ZHV1NVuPVlZWsvphqzb5WcfPNbCUjiAWbmqYIcJUFiYMWqSehhJIxKThOBMpmJBIkaTGIkJQrJSZnl8gUQJNhJYJCQmxMSQmIUxChuOAKNQI7TLqQpsjFqaPGLllojhGDPtIv0wQjQh0RBIESKWJ4nRjinXqCDsehalzJpMFQ7kkBhIMyIm5howZizFRGKD1iEqlTCIO8fwCRb+Aow1jZ8RQ95kRzqRGSadyuFijTYgmTs/daEIB7UEfYQQODo50CYVAmISygmefuMS//7/9darNMtLxGIeSQmI4VYr52l/4AqMk4Z2332H5XJmmL4h1zOFRn+FghFeqMHZKBKMjhEjlpGAYB0N0lDZLV24BoWTa6w9IkpAkidKgGIGjJcVyiPDHmKGPK3yESJkxhCQykOCQxIJgPGRKxOzv7HN+vEBlqgJKMx5qvvv7t7n/QYsrV8+DCEDEE9BuIDEII5HaQegYJxbUGnWKtTJnt2YY9RPa7TGjfroBBkNDEgYoE6MnWR9j0vujJ9fpKB9iTTTq47kKUm9iBOHE5MZBHJNgC4yE5dPTeMU+Wo4wWqFUY2K2kvYuFUKlzqDGxWg5EXLHKCabn0hQnuH0mTXOnDvP7dv3eLixydzcEguzdUbjFo2ZNT792Vf5xc9/kc7BDtsPHxDEY4RKpZQJAilcHOlQLRbQ0YitzS2CcUgch9y+e5v9oy5HvRGzcwnKJCRoEiMJMERyyGDUYdQO6e11CKcajKVCa0GhUMJRLo6j0ElMFIdEcUA0SsFLLAI8VeLooEWlusfh1h6jYIwnfVw3odXZom8GzM3NMxiEPHn1IibS+Mohcg2VSonb925yZqXJwpxHkkyzv92lFwoGRwNKZY9yrcpRv8v+9iFFWaBeq2NGMXEwZqxiYimo1gpUCmkPLL9UpehPc9or4hSKHPTKNJwaMmindzEREEsUHkiHiCGD8ZBqeYbnzlwgDAOG7TI7OwHv3fyAi1dP88nnVylUd4gGQ2IDmhjHdycy2BhNgtAGLV0SAZIRg7hN7K/yiU++wE/ev89+J2IUOcSqgHAF584v8eRT6zhKECSaxElQOsZTMdF4SGhG6Voy2SyDxKXo1vHcMq4q4jpFQJEkAcYINBJXucTSQclo0k/XY+VUmTMrM7xz7wCDBJP+Ezrd3E4/ucRXf+VzRAdt7r1/n4XFGQ5b+4yGAUIoEJIkNh8KPmOZqh0KQoHRSGHwhEgl7EqglDdJekmQqV2UVhJch+ULp3nxk8/z5ms/YN8pEeo+S/MznDq1iO97jIMxwc0HiMRFagdjEqLwUQ+xPz/+7Y58Vj4fxOQBZj67nXdntExKrVZjaWkpC+5sAG0D+jAMM9bRspK7u7uZzMoCqGKxmMlVLbA82Q/PMjFAJu3MA8o8s2PBaKFQyJgdW0M4Ho+zmjR7WJBm/9nvtpJYG5jaQNIGuS+//DL/wX/wH1AqlY5J2DzP44UXXsj6Hq6vr2etRY6OjrIm85bhsgGgrUW0Y2hrLu1hjU7yrK0NkC0zKYTIxjsfmNpAd3t7mzNnzmSOtGEY8s1vfpMHDx5kgNgG43YO5NlhIQTNZpOpqSlWV1cZjUZ0u92MtbQMkJ0LeWBg328BlDXYyUsALTjOn789l7W1texveZlw3gnYvicfzJ+c9+fOnePq1au8/fbb3Lt3j9OnT7OwsECn02FxcZG/8lf+Ci+99FLWguPkeNoA3cpm9/b2slq7GzdusLW1Rbvdzuo87TnYuWmD+qOjo8xcyhhDuVw+ZiBla4RtnW0URRSLRdrtdgYMh8MhpVIJpVSWBJmfn2c0GvHSSy9lgNVxnMwNdmVlhenpaS5evDjpmz3IZMPW4XZjY4NCoZD1QbTXZ4yhXq9nNcz2nK0s2TJ/eVm7HXcpH7X1mJ2d5bHHHsuu7/DwkH/+z/85zz33HM8880xW32nnjn3e82tVPunR7XZZWFjg5Zdf5vXXXz9WLyul5PLlyzz55JPHVA55tYSds5YsGAwGVKvVrC7Zqh2swsGuAfbc7PN6+vRp1tfXeffdd4+tMRb0Xb16la997Wt0Oh1u3rzJ2bNn2dnZYTgcZnM7z87mJeF2DbLPUV6ib0FmPoliX9NsNvnsZz/L9773Pfb29hiPx6yurnL27Fk8zyMIAt55551sXclf5886fq6BZblaIIxCjHbRxiA0aYcAJoY9Jm3Qbu9flsmQEpPEeB5cfnydpZUltGMH69FmGcePNi47qfrjhO24y1J/SFfG6GiMGfaoNRVCpa1HwniMEJp40mDebrRRFBHIIFvQhBBYbtIYQ5xMNj0RkugI5Wimp9MMTWJc/GKBeDBCYxjHYxIdTjYPnzgJgAQp02xiFKdgVipFGCUTMxCTsRRoSbno8PjjF3A9l8RohKuIwpD2wS5JrUi1WeLzL7/MsNPHBAElGYNM8IuDtPeNjEBKlOOASRneOI4IozEm0kjloFxjS7JA6ImREmBSeac0CcgYx1WAM6nNmyw6jpMWEM/MUSn6jEYxw35MqeKRDEsYT+NXqvz0rTt86w/fwafMlSdsTU1uwxAgpUJJBTJlk6vVKo25GTaKVcbdIUJEOJ4iikPGQYijXUw0plKcFCkLgTGaRKfurWmWN0GKIZVqEanaJLEtBJfHvt5ee6nice78KaRKWTy0pFCMcV1vMkcn8kn56D1pXZsBkcodXGumUJR88qXnuHzxIvfvbbG3e4jrVHjv9k0Oux6f+5yiVqlzuL2BNglCTPqnkmCQJAk4rsB1JUetPXq97qQ+EtbXLwAiqwUwuYvRxlCtV3niySfYuL1PGI45bB8wCkcUi2Vcz0Wq9D1JkvZqjaKA4WiMo1wKbtrvtN1u0RzM8MHN6yAl0lEYodE6pjZVwHVjhBhTLnocdNusX7jMg53bOI7h3Pll+kcdHjzcItQeXqnIzsFD5pplqnMz7A/bjOOYwIWwP6TXHdLr9ZifX0AbMAjOnT2XNhePE7q9HtNzM5SLRW5vbHH95j0++9Q843CADscgBcp1UMYFpRBAEIQsLZ2iH49xlaBY8BkMxgi3xGHXUJ55jCfWnyRsHdA9OmQ0bjEc9AnikEQ4JMJDiIRYumihcJOYIOgSm4Dzl87xN//WX+eDWw95/cfvEgnJqbVTvPrVz1OuSuJoMNlkLBuetr+JwxiNQU7OUScOJCmj6bklNBFKuOjEoGQqyfd8J11fdPo+SJmTs2dWuXbvkJSvnvyThlAFvPLZF7l8/hxff+23cIxDwZesrq5w984DgiDCPvA2eHMcJzU6U+lGp4TEaEMUprXLXsEj7bfqIqXAcSSpdNo62oJwHT73pS/wh7/9dXaCESNXEEUJ+/sH+L5iqj7FzEydIAhJdDyxfP94S/Q/P372Yfsj5lmifKBmJVf2sP+fl1g988wzrK6uHmO4bGBjGZa8nG84HGaBtWW5LJuRZ5jgEXi1P/OgCj4MgO332e8UQjA7O5u10CgWixlTORqNsuuxQXy+T2a+nUkeaNnXG2Oy3o75xu62LYt1Wn3mmWeO1aTZGst2u30MGNlg2Z6/ZSjydV32Oi2bau+Xldlla/mE5UkVDT4rKyvUarUMUBeLxex6SqUSr7/+Or//+79PsVjMmtKfrGu0LIdlZqxpU6VSyb7XcdJ1xracCcPwWC/PPJucNxmampri4cOH2Tw8yZzbo1gscu7cuYxJhtShND9vTwJR+/8WfFs2ulKp8Morr/D4449z//59dnZ28H2f69evZ67HeRbYflZ+XGxQ3+12GQwG2Ry/dOkSUsqMpT55/xqNBk8//TQPHjwgDEMODg4Yj8eUSqUskWABmGX1B4NBJpl2HIdWq0Wz2eSDDz449kxYUxYLsAuFAgcHB1y4cIF79+5loLrdbnP//v0MTN69e5eFhQXm5+czgxetNZ1Oh6OjI46OjlhZWcme/cuXL2dtTXq9HrOzsxSLRR48eMD777/P008/fawu+qTJlnWutTWKhUKBbrdLoVBgMBiwsrLC2toavV6Pg4MDut0uvV7vGLg9uQbYljpXrlzh7/7dv8vNmzf57ne/C8D6+jp/6S/9pYxdtgDO3kcrw7fPjp0zdt2xdbp2XG2rEMv22+sUQmQ11O+9996H5rDWmi984QtcvXqVf/SP/lH2GRcvXuTdd9/N5nV+ftn1KZ9Esetd/nw/ihnNj9MzzzzDhQsXaLVadLtdoijKWug0Go3MVOxkEu9nHT/XwNL3HRJiRDRxHRRpLZxdgPL0b34x0UmCNAnzc1NceXIdVAKOiwmPa6WFOG42EMcJ0vPYb7XYOWgRFaqEgx5Vz5C6/SSk7QTCVEqbu7FJkoAhy9ik1LhP3lwpSdIejJFJMDrAcRKa01M4rqFcqxKHQ4bdPlpAGIckZoyUDlK4SJEAEeSkFXEcI4ViMBin7KEEIVPLf2Og0Sxz8fI5pEwNdaQyeL5Dr5ukdZYEnF2o8+//r3+NN17/Ea9977ssLk1TI+3PhexTroHruZhEMB6HBGGQSh+1RBqBZ+UGMnUkxSiMTuV0UoWUylWCIM20dZVM66KEolIp02g0mJmZoVquMttsIGSASXx8KWhvGZaLS7z//ha/+d/8gNa+wVdDgjBEKovrcguMlQsZg+NKSuUinluk0w74yZs3cQoFFhebTM8VGY1HKOEwDg0xGj2R92mdEGkNSJLEsL/XYunUKtPTUxy1R+ztHqX1hROeMV+XJITh3Poii6caIFokSUwwYW9BI6QBoTE6ZZ+lnNSyTRyGje0pOKlDlVLTqBcpl3yWlxYIgoT9vRbX3r+OcjwW5+dBx8ThEAgxIkabCI0mMSCUi1CSwbBNv9dNkw5KEQRjFhYWMntqKeXkmibmLAJirTk6alFfmMORGk+FKEfgFhROQSBl2lLF8KhfaxgOaQ9HNCplHE+S6BF7Bzsc9bp4XpGEdGM/bO3TGexRq/tUyx5jYYiCkAf3H+JVi4yDPqUy9PoDXC9tNB1FAdIT1OoN9vZbKK/AVL1MdWGG9u0WrYeHaOGw32pTKBQZhxGtO/e5fPly2iooThCJ5t79+2jHY2vnAOWdRXkuZiQwUiI9N2VuTSrP9n0PR1UpyDKHe1v4rqBaKzHqQXVqjosXn6ZZHlAun2LcOGQ82qbT3uew22YQhcTCoIUmkC5C+BR1QmucEMYhfqnI+uWzrJw7zXMvPcUgDKjWq2nNrRkhSdK2RWbSLDmJCcMRYZI6UtvspSgUCE0PbSIQMYgEpXxMInCUjyMLSOWiHEMUaIR8FHjOz85R8hVBbAjjEC0ViTQsX1jgyuVzjA7bjPsxSvpokzAzM0OvN2J7aydNYqlHIENKiURg3FQOrrTBK+TrNNLAUwrb2kdPgnZNEMbETuokW5qq8fSzz3B7d5vWQBKGaVa/NlWk3qzg+YJ2p8vW1qPN/M+P/2GH53nH6gvz2XrgQ5lv4FgmfXFxkaeeegp4BHB+Vg2UBURWRre/v59JJm3W335/vh3DSSmuBS3j8fhDNUD5mkkLCq2c0UoNbV/JPPj8KKMQ+88ChHy8Ya9rfn6eJ5988kOsTH68KpUKr776Krdv3+bb3/42y8tpzfGtW7cyh1QrwbOgO2/8YccuzyTY39vPD4KAarWasX9JkjrKLi0tZS1NZmZmMnamUCjQarVYWVnh+vXr/JN/8k9ot9uZFPSjDnvd9p5YCWq32+W1116jVCqxvLzM3NxcJjO07RjsYZMGFrg+fPiQs2fPsri4yOHhIdvb28cC/nzgD3DlypWstjCfyD8pH7Tj9VE1dnlQ0mg0KJfLmexzd3eX119/Hd/3WVhYyD7/JBOfP4bD4TG34yiKmJmZyUxZbLIkL1GM45iDgwPm5uaOSUbtPLVJgfx8Ho/HtFotarVaxgYeHBzQarUyJk1Kyf7+PoeHh1SrVXzfz1p63Lt3j0KhkPUv7Pf7lMvlY7WFzWaT/f39rL/hzMwMW1tbPHjwACEEe3t7Wa/TnZ0dnnvuuWP34vbt20gp2dra4oUXXjgm07TPnwXnnudlLW52dnZwXZdGo0Ecx9TrdR5//HFc16XZbDI7O5vVdloQnk+G2fGybYt83+eJJ57gscce4+WXX2Y4HGbmWifrd+16Y1UVdp5Ycys7p+wcsGDTJlmsvDffn9R1XRYWFrLxz7PdFy5c4KmnnsqkynbtW1hY4OjoKI25eQRq7byyc8Suh8Vi8UPMZR7/2CSXHXOrZnjppZfY3Nxkb2+P4XDIzs4OzWYzc/jd2dnJwHteofJRx881sNRap7IpfJRM696M+LAtMxzfHNEaB8PFi2dYWplmHA9x/foJIJA6tNrvsQ+IFAmrK7OcPXeW+92YTi9gpuThuAoxTplGY1JQp3MZGa0N5UqF4WCY6em1TjLZWl5nL4Uk1CHN6TJT9TKDZEDK70GYpKxErCNG4w4Fbw6BA8THZCmPCnUFSWTw/QK+J/FdGAwNjuvjuIbp6SqlcoFqsUzZcVBGoqZqBJ02sSMpVBLwi8zNTU0arydMTdWYnZ3lsD3CYHCUYhyklvFBmLZdcHDwJsZEgrTG0GhBMIIkMXgFKJQkC3OrJNEW5XKZ6Rknbc8SpQvJ/v4+BwcH1Ot1NrccqhXF0sxZopHL26/v8P7bks39PgfbEIaGSPfY2T5gZa1OnDwKiuyRjjP4vkccR/S6Q44Oh/TaCX7Vo3UU8uTZFY7aO6n0WRRIdHrN8Kg/mhDgOC7FYonhcERzZppPnzrDv/it30//jkorSXMZIb/g8dwnLqOckChO+z6m7OekT6R51DdQCJPVAKfzGIwJH2WaSMGnUgmek/aPrE/VqU65vPwLV+kNY+bmy2w/vMNg0CZOxiQmJtYhWhritCcGQRCxN+pOipIVjvRRymHYG2RZurQU114HgKBUKTMMBozGEbVykWa9xHg4Yhz1EUNDqVhGRw5hGDAapeYco9GAIBjSFzGjYMSpco2HWw+IkwRHCtvmkeXVZYo9w8pancFgzKBT4Oa7W9y5vcETnzhDFESsnp5F4XLjzkOEq3G1w9L8GnFs6EQRFd/HVYDWjMMA5XrM1htoJK2jNv3BiDAI2dh4yHg0plD0IYnoHB7SNQ61zT2UVyLWaY2jUDKt13YdTFZPplGeYhCMqRaLjBghxhqUw/KpZZZqDsXEoCJwtIPSAhUlOIlAxAKhHJRXoFpeZHnxHAf3brOxvcV4QVKqemiRIJSmWnEpKQctYnSS1ilK4aIRJIQTRi9C64hgOJG4ak216pOEEIkxvq9wVExoAhxHIEn716LS97qeIAwFidZINw3ULl1+jFcODnmwtcONu3cZJRGnVpf43/0f/hYNCTdu3EK4RcbawXE0Sjk0Gw3aRx1GozBbO7NnQIqM9xYydaJ2JxunlcSl80uSFouDFIok0uk1ktZ1X33yKb77w9eIhWFvf0QYhqyuruN6gunpOmfPrbGzvcf9+xv0uo9aFfz58W932ODhZ9Xl5CWJNkC291IIwVNPPcXKykrGTJ2s9bGHDZDtd5w9e5b19XUODw/p9/sUi8XMtMPKTLO9OMfoVSqVjJWwtVb58z5Zk2f7t1lGIQ9ErETXtoOw42GZt5N9DK0czvM8hsNhxsBMTU1l7R/sWFYqFcbjcRbMSSmZmprKxrTZbDI/P8/29jZAFgRa0xQLivOANS9Py7OZq6ur2bVaCV0YhiwtLfHgwQM2NzePtUw5deoUQRDw4x//mHfeeYe9vb2MoRoOh2xvb3Pq1KkPMX8mF8PYhMRgMODo6IhuN21T1m63efLJJ7P+lnkzoJOgzsoyR6MRjUaDX/qlX+If/sN/mAXBebYFUqOTF154IbtGe7/sfbcB9Mn5YI88g5Nn0G3NbrPZpFar8eUvfzlzXT06Osrmm/2Ok7JMW4dmwZOUMnPVzEsm8/exWq0yGAwIw5BqtUqz2czqj6VMzW0sWLHANfUASaWSo9GIcrnMvXv3MqBuj9OnT1MsFlleXs6+44MPPuDGjRs8++yzjMdj1tbWkFJy586dzFBpeXk59Z/o94/N1eFwmNWXAuzt7XF0dEQQBNy5c4fBYJCBaAtKZmZmsvGx8zuvDLBjYp2g7XMNKYhaXV3NQG8+0WWfT7tu2XZHa2trbGxs8MEHH2TydzvWlUrl2Dy052GfpbwE3iaQtE57P1rDMDtfR6NRxijn++1agGmvCeDJJ5/kF3/xF7l37x7Xrl0jDEPOnDnD3//7fx/f93nzzTcz+axdSxYWFtjf38+Y7vx8zq8FUsqsD6s93zyIz7/nJGv55JNP8id/8idZjeVoNOLcuXOZg/a5c+fY2dnh+vXr7O7u8nHHzzWwTGKDib3U7ASRmsNkwNIuevbVevLwp7WXjWaJ9cunkb4kROOYiXV0rj7BSmrTzEWI6yjKBcmzz1xmZW2N5849y598/zXaW9cm0lNNHEdpiwqjSYwh1gmeVDSmalTLNdrtDoeto5SNkjIL2vXktUKmzeWVA/VmmURHOI6L6zlowwTk2M0uBESuL2V63UqqlLnUhjhKiCK7EUhcV1GpSDxf8fiVc2gSomBENOjSD8b0hiN2Nh8Qdlv0miWaC0u4U0usLjVYXp7hqNWi4LoUfY9SsUQQtYnDEb1ul16vTxyHSJnWEzqeP/legRTQ6wT80e+/ThhFXH1qlZc//QSLc49x784hnlvEcSPaB4c4Tom3374GgOMoWkctmtNl7t7vsFU75LHTF1iYqxEPYf30OQr+PH/8J79PtVbgmRfXaR3ukQQSUJDE2dgIOakVk4JSscT9jX0MPmGoifsJhZJmdn6Ws5fmuHf/PnsPW4wHISaBzlE3lQzHmjhK8DyfxnQdzytQrJVZXl7l7Pk17t7ZSAvLyTHlwnD69DLn15eRakBadKfTOrOsx6NI1cGkbF+cPMqSa52kRi4TWaDWGmEkSgiEI5FoHKUplmKeef401doSQozotLuEYZ8wGqJFWuurdZIatpoEHUmkkXium0qFHYXrudQX55idnWOqVkNb7jfLfoHrFnALBfrDgFDr1IylOUW73aXdbxEEAzyKJImhN+gzHI4YB2McBXES0R+MWEgiOu0eSCft7ajTuuadvR0qTZ9uv8f9+5vsbUWESQJScnTUoljWvP/B+xzu9KhNNUkkjIea7Ye7dIYB03Mz9IcjlFQEwxGdXg9hFB4JwSii6JeoOwW0NqAFhwdH+IUCl9efYW1hlrsHbU6vrWI0qZRdpmOsQ0AKpBEw6S+5cf8ugRSIYMRg2KMXxAi3ypOX1/HDA1xihFYIHWOiEBPGJGGISQzSdVFeHcedo1pY4Q9/+E16sWFqLqBem0HICCknbLYxqQvsxBzHCAdHCBKhSCZjlxjNoDckCjSlYomhiVCuwS36KAmRMhipwSQ4yqDRaC1QsoAxqeNyHEUYE2OEplTz+dIvvsTDvR0qrzlUmtO8/LnPMFMv0Xuww87WPmvnHuOoN+bO9be5c+8B41HE6uoy9+8+QE8Y+1jHICeKkslanCQJJkoY9vrI2VJq3GMma5dyUTJ1phYyddtOtEahSdA8/sxTvPypl/ndP/oGnutTb8wRhCMibSiWCtSqJXzvFLVajXt3N7lzf/9/tP3m/5+Ok4yOBZBwPJCxwYsNsoRIa+wuXrx4zJzlZO2ffa8FdM6k7OG5557j/PnzfOlLX+I73/kOd+/ezZiPvNW/DfpsIGX75R0eHh5jGG0QZgNPC8oajcaHDFHytVl5E6L8kWdqLeNjr9vWdvq+z9WrV7Nry9eB7u/vMxgMmJqayhxLbQC8t7eH7/sZW9Pr9YjjmG63m8nTLIjPu5sKkTo3/s7v/A5BEPDCCy/w8ssvs7Kywp07d7J2Dbu7u3iel0kAlVLs7u4yMzNDt9tleXmZxx9/nLm5OZIk4fLly9RqNX7zN3+TUqnE888/z+7u7jGzpvzcsONeqVS4f/9+FmTbmtH5+XnW19e5desW29vbGahPe86mbKqVFtqeiFNTU5w7d44rV64ckwPmmd9Lly5x4cKFY/PRzjfLOuUDaNtL86QBiv1pxzTPBvm+zzPPPMPs7CzGmMz11jI4FpDma0XzgNKClkqlwurqKvV6PTun/Ovt/e90OpnqbHp6mlarRavVYjgcZnO21+sxGAwy0GnrEfOmPXkmeGtri0qlQqfT4d69e7RarWw8Dw8P8TyPd955J2M1IVUBbGxs0G63WV5ept/vY1tpHBwcZGM2Ho+znoh2LLe3tymVSjz++OMsLy+zs7PD2bNnj42zfZ7svbKs/t27d7Pnp91uMxgM8H0/k9Hm1x87TvZe2MSETR699tprhGHI4eEhtVrtQ2qJPDg9WVtuAWy/388SIoPB4EMteewzkE/GWam64zhZUsgYkykVHjx4QLPZpF6v8+Uvf5mpqSl2d3fZ2tpifX2dXq/HO++8w7vvvst4PGZ9fZ3r169n43VyjbbjahNRtpepPU6uwfkxgLRG+fOf/zy//du/nbUEsnO8VCplTHetVuPWrVvcvXuXn3X8XAPLXiddhBAhmlRulebj89nR1MbHmDDts4fALcDznz/NhZfOEJky8dBgdIKjlKWH0sE2ZuKiKpAKkBELi1Vmzq4wxqMSab746uf4+r/cZ7h3SKgnhgYmoVCsosoOjpLUvAYFM0LKAQtzJTxfMIoFeB4oiVGCII5IZGrHrxKB42im5oqESUAcC3Q0Jh4lEBukjiEp4Ik0yEycMLVkES4iCVLnRCMQiSYKIkbjEXESYPQUIFlba/IXfvkrzE7XCQYDNm++x6FUNKamGERDNu7dpQTUzQLG9TCBpBMJKkXF7a27jA8eUqkvUXBKdEcj4rCNEBBHMVEQo5MEv1TCN+m9MDoFBnfubHL/bgd0wvmzEXONZZRZ4PXvbnLrxi6Ocun3A6KojxSF1MSGBEPEaOhy9vyTzM3MUvZd7ty9g+sVWVo7Q6EQ0Zx3+ZX/zYssXBnTe2fMcNcgtZMCdyVBqwkAF8TGYMaG2+9vc2/rkESEeCJiNIxYObtMbUFSXqowe3DI4VaH0X4I0mcwGqK1IdBjHCk57LZoTjcpyBHNWZ8v/uKneOfde3z7T39AEkRI4aTso4i4/MRZfC8N5h08HCVRKs1yaGLiaIw2MVIIHJ0CF6Uc4iTGJDHuJOhOkrSWWAgH5fjEaXNEjNF4jsBoxWyxRjwYE0Vd+qND4mSMJsKYiNRZVyBFBWHKSOEhRFqjLJWD6xW4eesOw2HA7HQzrYuVBiMNMtF4OqJ1NOZwr5Ni46BAEvtoSrhlGI67dLoHFKkhVZFRGHLQHVHwPepFyWicIB2faqnB4eEwrcPVBnTEOBxhPINTneXuxiaDoE5p2mVa9BkPAoLRmG5niKMEMvHZv99nd7uL65QYj0e45SJFUaI3GtId9egeDfAbZUpTZURiOLi3z97mAXPzTaZnpxE4nDu3ztbWNkpJgsEAmQTIeIAZt3FIk1BRHBHqmFiPUcSEFPEcl3CwxUHgEY4CkLCwvMjqmTWeurSANF3G2kdKjaMSwsGQYRCglUE4EuN7aM+nUi3w4+/+Kd/+49dYuvA43HjIqdU1JAGKEVKAThRCOAg0iTAYkd4Lh4RYJIwTOOyGNKen0KMIZYrgFBF+EdfxcJWHNC6pBsNgRJpgibVGKoiSAEfGKDNiMOgi3XHaJsUZUl+M+dJXn6BQadJsesiR5t33tkDNcmrmFE70kP7UDBvygCFdlk7NMup32dvtIRxJZBICE+BJFxNBAqAkna1d3vnR2yx9+UtUhIfSDloIhAQlFFg1B4JEaDxSSXh5rsFf+ht/ja39Nm++FTOIdlEuCJXWULfbh2gdp0mv8cc71/358bMP26cxz0zCR7TyygE3SI1zPvvZz/Lss89mtXQ20LdB90kG1IKSubm5LPAUQvDFL36R3/md36HVah2TnNl6M6UU1Wo1+8zZ2dnMQMdK4CyQyEtxLbDMu9Pa87T/bIBoDxvw5oGlBU1BEGSs7JkzZ/jVX/1VpqenGY/HbGxssLW1lbGjtpYNyMChNV3Z2Nhgf3+f2dnZrP7NsjX5wLlYLGbnZa/97t27WV3cYDBgeXkZ3/eztg3WWdfKhfPy4cFgwPPPP8/c3BzFYpFbt27h+z5nz55FKcXs7Cx/7a/9tUySZxnXPIC398wCmZs3b7K5uZmNb7fbzVpQNJtNdnZ22N3dpdfrZUDFXqcQgsPDw0yiOz09zVe/+lVOnz7N7/3e72X1tJCCgatXr2bmNVatlXfJtHWplnG299EmKywzaUGCZXztGNnXe56XuZLae28/O/8M5JkqOz6WRdvc3MzcVvP30P7sdrvs7++jtc5qUC0g7ff7HBwcUCgUMpas0+ngeV4mQ3Vdl3q9zsHBQcaQ2TlhGdF79+5hjGF6ehqlFKPRiPF4nPXslFKys7PDgwcPsrrGcrlMoVDIjHQODg6yViLGGO7cucP9+/c5deoUy8vLKKV4+umnuXnzZtbT0ko/8+ZYNmmUZ/ns6y0TC3DmzJlMzZAfLyBjgYGs1lQpRalU4vvf/z5/8Ad/wNWrV7l+/TqnT58+dq/s/co/6/n7kiQJ3W43c6q2Bjme52UqhY8qubBusFY+niQJR0dH2fpj2/N88YtfZGpqitnZWZIk4dq1axSLRVZWVtjY2GB+fj7rH3n69Gk6nQ7b29uZO7R1V86vbRsbG7z22mu8+uqrx0C0/Xt+Dc4nNQqFAl/5ylfY3t7GGJO5Mtt/dh22c+Ljjp9rYPkoO2SQ8tFGkM8gpE6lCUYXQCv88pBPfXqdL3/1OaamFd2uwAl9dAKOlGkrgGyhnEyYibGKUopqrYGSLq5SaHdMb9hm5fRZ2m6T3p2bOMJQQPPKF79AXICDg336+0PCzgglDK7rUG9MIYYJ0vVxnVz/GilAG4RIMDqiUi0jlUwDsmTieGVi4jCk5Cq0BofUhTG16n+ke7Y9IzGSgl+mVvNQQtHttmn2PN790ZtceewMIg5ARwSDEUuLi0hH0t1tMRZQr9Txil3UWLPZGbGxscV3v/ca504vs3q6iF8pQxJBPOT82fOEwz4Pj9oo5eGZE8FHkrBxfz91QpWSRn2W3/zv/oAPPvhvGQ4f9UVyXRdXuRQKPhceW2dvf5O5uTpPPnGVT376F/in/+1voAPDwdEhxVKVW7c3+MFPvs8rv7jO2YtljBhTmXLo7PeztjNmUhuoVMp+xJHk+ntb/NY/+2N8p4TE49Rik3INmrUKlWqR7jBkZlpyZv4spit5v3yTIAwJ4xGHB4d4nk8UJvR6A5QCx4Wz51eoT8+xsbnBzev3SHQ6dQqey9LK0mReThZPlbag0EmI0QIhNUbHJEYTJRqBQFktvTbIbOGzi5hGiHRO6sTW+ILRAqMN41GP/uiAMO6T6JA4DkiSKGX1pULrAN8pTerqSMGGkGggiEOMNDSaDaSM0NJK3kR6rkJRLJbY29tjulpHuQ4379xnEIwouAn1Yo14GCPiIbVCAVHzqZWr+HHEYHjE/KlFwjgGa+aiFI50CE1A0a+QjDRhL6Z72Mf3iowHIeAxGgYMhxFzczMkOmFz8wG9ToTnRVRrJUrlEkdHLYRJGA76dLtDKqqOKx2ENDQadTr9DovLc5QrJeJEU59qsrg8k461kAjp0OsPOGp38JVCSjVJEKTtYIwGxyvy4ksvsrH1e4wHQ4yExnSdSId0Bm3cgouQDo4UJOOQJBmTEKNVQkJMIh2QqRFTuVDktR+/zoCQB7ub7Ccjrj57nvkpiRYSTWI1yOmzNFn3BGbSSqRAMBry4F6HwoVFigUHEUuUI1GOQjkejvRxlItScrKmTVoSaQ0iwnEM0XiE44NJNMOgR6lSplCcoigraAGeP4WrfbZvP+RwZ5/xWHJ41CYKR0QEVKZ9Is9lu7XN7EKTXmeU1qNqjyRJzzUWCUYbhIQwCHnz/8fen8ValuXnndhvrbXnM58737gxZ0aOlTVkVbGKRYrFqiJVnERLEEQbluxutCwJagH2m/UmwE/9ZMAvsrshArTRbHebsNuSQDVbLZJFcRBVY2ZWzpERGfOdz3zOHtdafth37TyRJVa3bJUk0tpAICJu3LhnD2vv/f/+3/f/vjff5Cd+5msMPEVlDZU2aFthrYcfqIsZXQ9rL8KqhcRIGOxs8h/99f8V4//jEW++f87J0TnDjT7T8YRev4O9mGVvt1s/grfO/39srlh2xfG69HO9QF+Xw3qex1e/+lV+8Rd/sZHAOUnWutsiPF3MuX/v9/tNUe+K7Fu3bjXyK/c5v/zLv4wQgsPDQ8bjcTMb6Xkeg8Ggkei5wnp91sgVlY65WJe7GVO7rjp53Ppx/0mzkp1Opyk4z87OGA6H/PEf/zEvv/xyI5NcLpdcuXIFz/M4OTlBStlIHB0jc/fuXX7nd36HZ599FiFEc/5ctuRqtWpYpY+fP601H3zwQbNvm5ub/Pqv/zpvvvkmi8WiYdecLDeOYz73uc9x9+5dDg4OePXVV/nZn/1ZfvVXf5Usyzg8PKTf7/P+++/z27/923zlK1/h+vXraF1nQY7H438lk+sK8TfffJNf+7VfI45jhBDcuHGDOI7p9Xp0Oh1WqxW7u7s888wzVFXF9773vcbh9PT0tJkrnc/nDQv03HPPsb29zZ07d3j99debzw/DkCtXrjRs0Pqs2XrjwP27kxI64LnObrq1sg5w1mcn3b+5rEknz17PWHXXxBkZuW39/gHY3Nxs1tfHpYxJknB8fMzGxga+7/Puu+82EutWq9XMCbdarWYtu/vFyc/XTXFcs8X93zzPmUwmTdSHk+g6VrIsS27fvs1isSAMwybn0mWujsfjBvi79bizs0NRFNy4caORqg6HQ/b395vz4rJfZ7PZU0697noYUzun/vRP/3Qza21tHQnkjK/Ws2SdGmBdcbAuQY2iiD/4gz8gyzI+/PBDlsslr776Kt1ut6m5P67IcJJm10iYTCY8fvyYmzdvNuyzO6fu9/V5Svez1plzZ0LkmM9Op9P8gnoWWso6VsTlVo5Go2a2czgcUlUVDx8+5PLlyw2b7Zoh7mevr8/vfe97/Pk//+ebfVmXaq+vfbeu3RqM45i/+lf/KmdnZ7z22ms8efKE7e1tJpNJw7Lned5kuf5J259qYAlPSyLWUbn7mjEaYzUYiReUfOEnrvOX/uefY3tfoL0VQsX4fgxa13ynlHWWoBCNm2nz4lSqlncWlrDtQUcxPTsh9Np0NzrI+/fxhaQXtbhy9SpH+Rg/XSDnFWZZW/ArrYnChMJorPTxlNfIdZXyQFQIKqLII47qAXhjA/IsRJsSKBGiZqyk9PC9AKErhPAwusLttLthpfRYzDKyrMDoBZiCu3c+ZDsJ+f74kJ1hFz+IkGHC9157i2uXD5iczZnPJiTtPtPJiF6vxTQTlFnJKisZT2bsFiXT4yNW5YTPvHKFvZ0NZuNNDg+PQXkXLqof2Tanq5zDwxHGQBQKBv1N7t89YrFYUpbVR40AIZEobj1zlf/NX/8rnJ49piiW9Dpd9nZ77O5t8d6bb3P52jVmswWT+Tm3XrrEz//FVzmavAYLn04nwQ9mlEWJkAHSiDruxNbmN2UOD++fUmQVrX5ClS8IbMGnX3yexx/e51r7Opf3DzgfHRPqgFm2pB1E7G5usczPURQI4VOVliLLKYoMqTRGZww3E37hl36a/3L8/+LsdIIQlr3Leww3u1iWzUytkPWMbVnUnUTPF1RVndvGhQxWVzWmkEKhpYfFXszTSqypXV7rhywIYagzBOvrXumUSs8p9ZSqKi66hIpABGij8Qhr9sy91KRPaQRWCh4fPmJzd6N2OzNrJhZGIKjNoubzOdZWSGXxg4DJbMm333iTVivkc598iQ0/wBQlrdCjE3UJpcfoaAbasHfpEqezKSrwa8xkQamQex/eZpJNeef9bxFHLdqtHucnE4z1SLMUhKEsoCoFVSXY2N7i2ed2KYqKNFuwWC0R0uJ7hitXD3hgnjA+m6KLisGwhxRgpSYvc4p5nT338Ml99vcu4XttjNAEiU9lK85GJxxsd1EyqKW/VYkuDAiPIGpz89oNBr/3DRjPWKQZ1bRga3cLQsuyTNFKEklBUcxZrCZoZTEeaCupUFh8NpIud959i9wvuP7qTTQBZ+M5D5/cZ6t3A2M9kAJTXRhuYRHyIyWGsQKBj5QRUiZ88OicF25dQnklkgolDUpahLwAp0IhxEWXRWiEAm1XSCXAr4sVfEEYe/iRwAtigshjtVgijUe2Kvje66+zLDKWZUm7t8lwZ5MP77yDiVKuHOzw4vPPk44XGDQf3nmAMgKhFUp4WAmaj+SGnd4AFSVoAaESBAgiX5EEPsaWaF1SplMIJUEcX4w8KIQnuXzjMn/9b/0NvvWtl/j9P/xtzs8PkXHdGCyrktUy/YHi9z9s/3rbn/Ru/Uii/5HMVSnFT//0T/OX//JffipA3hXn69LC9YJ7XSa4bs/veR6np6dEUcTe3h4ffPABLufu4OCA2WzGdDptmBgHDp2r6cddU91nOwOPJEkYj8dNQbUeZeGOx81TKqWeMq5Zl++5eBAHAl9//XW63S7T6ZSNjQ2CICCKIr71rW9x48YNzs/PmU6n9Ho9zs/P6ff7LJfLhnVxLrHT6ZT5fM6LL77IlStXOD8/58mTJz8g4zPGkKYpDx8+bNiE4XDIBx98wHQ6fSpc3f365Cc/yd/5O3+Hhw8fNnOMLovwjTfe4NatW8xmM8bjMa+88gp/4S/8Be7evYuU8imDmHWA7daH1pqHD+txEAeeoTbXuXv3Ls899xx7e3uMRiOUUiyXS5IkYW9vr2kQOEYny7LGgbKqKobDIX/pL/2lhu2Eem5wc3PzqXvdAQTHjK0z5+tzeesNkdpF+iOWc531dptbu27f0jRt5k+llI000rnkOtDlCn8hBA8fPmR/f7+JunFrzf185yTrvj8MQ6bTKd/85jdpt9t87nOfa6Jo3Hyj7/scHx9jjOHq1atNA2Id5L711ltMp1Pefvtt2u02nU6H09PTBvgAT7GvBwcH7O/vU5ZlI8V2x/Lcc8/x3nvvNVEr29vbzWety4Pv3LnDtWvXmueFM6w5OTlhZ2enkZM692nXULl06RLD4ZD79+8zm83QWjezn04q7f68Wq2ac7W+9Xo93nnnHbTWfPazn0UIwdnZGXfv3n3KVGw9F3e9SeaO1QHHhw8fcuvWracaYx9vRqw/L935XHfBdmvENXeCIGA+nyNEnTH6zW9+s3kWDAYDdnd3ef/997HW8olPfIKXX365WRvf//73m6bf+qy5269+v/+Ugc/6sbhmmtu/9e8TQtDr9fibf/Nv8tprr/Fbv/VbzTpxsnJ3zn/Y9qcaWLouyHpXcf2hAWCMQFgI2ymf/cIVfvYXXqS/adB2AVIiZAuDjy41XtCqO/qu46A/kt8opRBSYqUkFAE3rj7DYbqkKgSBCRBhyMGlA9JQ8rXPfwE/6VDlI1QU4icVdiox5cXP8i468iJA2BpgKKUQ1tZGLhRsbfboD7rMllO0Cbj76JhAJAhp8AKfOGqzubENXod5UVw4RIK1T0syppMFs1mKtNDrt/jky5/nje99l0pXoCvSxQjb2WBRGNqdPsu0Ii00rc1t7tz5gMs9RV8NeOXFzzIqzjHGUlzMzuX5ir0rmzx7fZfFdE4cCoLAx+A91bWpZw6h3WoxG00YbPbQuuD4aMx8tsBesMH1S1MijWS5GCPlips3txFoeu0Oq3REViw5Ojvj2tXr7La7HE8/5Ff+F19Gqxmtdg9dBCStNmE4plxYpPAwsgJhL9xUJQKFkj7GWKIopCgzeklMOp4yOhQ89+lb5MUCoStk5ZHNlygDvaSNsSuGgz6z2RwrK/b2utggoSiXVEYhZMmlKwNe/bGXeOvN9/nEKy+ysZkQtkDoi1kzURs3rJbz2rVVWPKsNn2SomatAaSSKKkQyqvzCalJ7Zq1tGhdoNycrqjn0aKwhecpsmKOYYU2S/IipdIG3wuptKDSIETtUiycQFJ4KD/ED0OenDxhe2cT5UnQdQyMtXX0iYuFiJMEz6vBbZZnbO/u03l4ihcE3DtcMA8Fl7Y2KLSl3YpYTCecZQs2r15uJN++72ONps7wDBiP5rx5933mWYoVEVk5Z7ZI6feGxIlHHId4/oAsS0mzgqKy3H/0mL29XaQP3X6Ldjvh9PgRabogTkJGx3NsYUgXS9LZEiEFd+89AAW7u9vsXdojin2MzJmnp4iky+n4IXHnBiAvZv58pPTxPA34tDoDzscjRrMz4m6ACD380MeGllW1YLKacilsY8qM5fycxWJMrnNyragIMTJG+QOSsMV3vvX/RHQURV6Cydnt9pitJmgkVnhYaRHSNmzlR8+2Ws4qpWAw6PDFH3+Vf/z7v8fxfMkz223MKkPYEkSOtiVWSywKiYewfv1clLV5lMYiFEhp0NZQGANaEAUDsjxFKYkvBa+/8yYjuUT0LaEVVHZBpTxysSLZ8unuBpynxyA0/csBu2LA2ZMFy0lZG6tRS1uFdMHvBaayCG1RFnwFfV/Ra4coLyZPFyxXc7LTx0wWE+JWnyjpIYMI6wU89+ILtVtgnvON3/vv8L065icMQsbF6qlZnP+w/ettriB379F1w5j1Lj/UhetP/uRP8rWvfY1Op9PIC12n3BVV63M964Yn6wWS7/tNSLkDAXEcc+3aNVqtFl/5yleaGbQoihpWzL2nneGI+7x11tUVvJubmwwGg0bq9f777zd5iUEQ0G63GQwGRFH0lLnPx+W0Lm4Bagbqc5/7HH/4h3/YSNRmsxm9Xo8sy+h2u41hynA45N1332UwGCCE4Lnnnmus/J30zuUNPv/884zH48Yhdr2YdQyrm9uaTCaNe+bDhw8boOaAujv/o9EIrTXPPPMMQDM35qS7zzzzDJ1Oh8PDQ/7aX/trjRunMYZWq8X9+/eba7reZHDn3AGpJEkoiqKZ6zs8POSll15q9tlay3w+B2og4M7NdDoFYHt7u2HV3LzdlStX+Kmf+im+853v8PnPf75xrFyPrwiCgMVi0WRzuhzGdQDs1oRrPqyDCwdM19eVUqoxznHzcg5cOgdfN0v78RgYV6d6nseDBw/Y2dl5ClCuryvHSjpwulqt2N/fZ3d3F9/3m7nF3d3dhkGeTCbNjCx8lKHoZpB932c8HvPGG280ZkplWTIej9nZ2aHVajU/M8uyplHichSdK2y32+XevXtNhuPR0RFlWTKdTplMJgB8//vfx0nCnVmQMaa5X4+Pj2m1Ws2xugaOY/3cOnbzkK4x4wDwYrEgiqLGYMax8e5YhRCNVP73fu/3GqMjIQSXLl1q1tb6Wl1vnjkA5f59MBjwEz/xE/zmb/4m4/GYvb098jxvmhTrLqnr8vv1tebWm2t2OHWGc0iWUvLd7363YTYd4+tkw4PBgH6/z2g0oixLtra2uHnzJo8ePWokqevA0DWbPt5scRJed/2LomgMqNb/TYja1fpLX/oSWZbxm7/5mw34DMOQyWTyVPTJv2r7Uw0sgadedvWfL+YpL2Sgxij8QPLjP/kcX/+fvcTGrsSokkqvWE5WmCoAq6jKCuv5F5JDJ5Gp0NrUbowXbKYvJb6KSNoDZufHYAOUCciyHF9KLt28wXMvvsgpEGU+cRpQhAYVhkgdYIXEAqEfYISHzi8MhaREVwW6ypE2Y3f3Cqs0xfMi0mXBapmhYh+sRUlFt9tif3efWTFAjCe1GcxFNIaxdeGOEORFLbW0GMo8Y9jvcPnyAQ8f32P/hR32rx5wNrOkOcxH55yUJWW+Yr/foihylLZstnvY1TmvffNfUmQlo8mEzfmCNF3xXL+HESVZOkdYjR8oDPU8l7UXuVpC4gcRz9y6wdHRN9na3uDe/YfM50uK0mDRxDJASUkrSagyzfnZiOV8QhIlrBZTitUUFe8wn03J0oy8MBTakPQ0va0VYQJJaw9PthGlYDAYsRxParMexIXkU4KqZcJSeXgyoJt0WOZLlKzlekVW8fD+A5Jtj3SxpEhTFvMF0kKgFMKAqQxWV5RlhlCiZruMRkkPTYmUhk9/9hY3nz3g+vUrGJshZHmhVq3Ng2rWSJCnK6ytWK2WF0WRz0V9jDUe+CBlzWobWzvCiov1XrOJ5mIWtc7Z9JR30VUt0CZH64w8XyKFj8VHVyWVFiilL9xl65RKpRRe4AOC6XjKpauXEEriiRr8Cap6tlF4CKtAK9IsZ2vDww8C7tx9h/FkRqe/CVQkYczbHz5moxUz78QYUzC8cZ12e8B0uSQMIrQ2IBTK8/B8H60FOzv79LGUpaUsNbsHQxazKZ4ErXOEqGMmgiAmlZrPfOpl7tz9AKE0pbYEpWJjc5PYj5nPlvR6Ca12h9LmREnMxs4mdz98QhTXABEVkduUKPG59cp1jiZzZBAQRGCsuQCUIb6q5U7Sb9HvbyLSlKQT0woNIrXgSUQgWeYp4+kUMeiTZTOKfEVR5eTG1veFX4PKvd1nWE1HSB9ymaG6HkoLQiE4PT8lLTWRDBC6Zh0R4qKdUDOOxiqQHspTlDrl3Q9ep93vcTZdsNn12O62KBY50pRIBFoD1kMZD2jXWZfSYkVVrwEBSIP066iQMA7JqwJpKlpBzPnZGW+//y5bL9xgOjpmMhphtMd0OSYeBASeII4DYi+kNBmi53Mp3qU1mHHvvSOycYmSHkJJtBRE7YSf+emvsJl0kHnGajmhyKaMqwzKglY7od2OybIVs8kZQRTR29ihM9ymt7mNn2ziqYjt7W2+/JWf5fTwCbfvvcFkNGWV58xnGdPZD58D+Q/bD98+/m51zOD65vs+X/va1/j617/OcDjEWkuWZUyn0yaY3cUYrBc+zojn4yyhMy85Oztrvp5lGZ7n8cILL3D9+vWGrYnjuCki19kCx9asyyPXMyD39/dZrVbNzNhyuWwAkiv6NjY2ABpwBh+N3rh9drObUEdLDAYDbt26xd27d/n0pz/N5cuXG4DjTG/yPOfKlSsNOGm1WqRpyh/90R81Fv+7u7usViuuX7/eyOfcuV43B3EA3hnLPHnyhMuXL3Pv3r1mpm09+qDT6VAURSMhdrNsboZuOp028tx1ZtfzvIYZs9ayubnZsIGuEF8v0qMoatxUP55j+fDhQ7rdbgMoHSBxYMwxZuts3rrcT0rJq6++yrPPPsuzzz77lDHPx+d/XXPCma2sA3PHjK8zv+vzoutGSW7Nun10Rbljbxxz685bFEU/ACrc+h+Pxw375lgmV/SvM6RuXjKKIm7fvt3M3rp1e/v27aZZUVUVV65cYTgcNnmP67OiTglw+fLl5t6rqqrJrHRAw1rLcrls7osvfvGLjVmMWw9udnc0GjEYDJpr3Ol02N3d5e233yZJEobDIZ7nURQFYRjywgsvMBqNmmNdl5s6J+Eoiuj1eo1JDtDk2LrnyGw2Y2trq7mf8zxvrpUDoesZmEVRNM+DIAgaV+L1c+2uMzwtm3f5r2+88QbD4bCOtup26ff7DcvrGlYOJK/P1q47U7v7w0mdHRhutVqcnJzw5ptvcvPmTc7Ozjg/P2/ujU6n0ygRwvAjM8ybN28yHA75/ve/38iZ3fF0Oh1+4Rd+oZFKO4dX98xIkqRhzKfTaWOS1el0aLVajeS31WrxEz/xEzx69Ii33nqrma92wP+HbX/qgeX6g6SWgapa+kqJMD6+J3jhlQE/9lM32b7epVQZKRllMcILWkTeksUiYDFaEg0KPNWn8CKQS2pKp54pk9JHCp9AFwz6OxReQJ59iLBtjOiR5wuK+RRCH/Qhvmrj6Slt35KKBOnHGC+jNB6h8PFVQFVBYUsQXu3SaQqkSPFVxbDfQhcRMuwgvSkHlzssJ3O0CFFKIEjxrCbqdACBrHK8wCBMiKmqer5JCbIiZ5WmKCswWcb0/JROEjKSHncfPqA37PLWByNWpWBzmDDsdy/mMeA8N4yWJe/eecDd70/5g3/5Prr0GE1O0Rja/T0mxRErv0VRwWqxRMUeqrIo6aGkX2cgqlqSe/P5q5xNn/Diiy/xu//0X2CkwYtjqmqJFR7YAD/0ycuK+SLl93/3m/zSz30JpS0lhqxKefetdymzOs5g++Ay7U0B8pxAKXTVpiwnSJuQJBHC05iyjvZwbE89V5YzGGzTiROy6ZxhK6SipPQUcZQQR208KoTQnJ4eUZUBoR9jbIk1FcJaEH7N6MmaBUIrsAqtM6xvGfYjdra6QO0QqysnXQSlfAwKraHKMywFk/NzlAzZ3NgAr47IMNID6rUH3gXfY5GinsNFg0GgVFwzsybHUGFNiTEVutJUaYFJ6xxATYXWFikT0AajCypdIEVMjMXzfYSx7A37FJHG+mAzgRABoedR2Yo4Cil0i0F7nyfHR8yylKtJxFd/+s9x+8NfJ1CGKPbobkSMMUx0wPmoQMiKz97YwBqPxA8wGgrq2A3hSYw0+H5IVMU8vv+QxVLT6nYIQ4OSAk96mKqksoZW3GI+K/CFoRNVdKOKwgpUkBC1InRZIP2QwXZI2IIkTjg5ytCVxesGfPYnn+PDOw8x0rC1NyTnBNGxDK+1SZ9kKOMhtcUojVAxwhoUIdIUCAKKtKQfRSSdkCCvyGxF1O1QWo3yA4aDTayRIEAGAZQBxSpHW4kWPqK1xeWda/yL19/ieCmYRrVsSgqfKAwoCs3ZYsL+YAuvELXD9MWzrrbwMZRSYvGxIkL4JVErZnV8jOm0eTAqKSnZjEOwJdoUYDQ6r1lqTxZ4foAKfKTv1UoMT4JK0ZREXoytAvJM041CAhnz1tuvMZ2v6E3PqKZzSEtSkxIP2ghZUU5zVDAEK7j//mMWZUp/t8fBjTbdwXW+/dsfwsriCYmKAvaeuc5Lz15DjU8pV0v06pzF7BF+WeBZQXYmmSpFUeSIqkAnMaos8KVBiZKwyEmCDiJqs3v1Knsbz/L97/4LptmSs0VBWcFklv07eCP92djW59DWGcp1m3/f9/nkJz/Jj/3Yj3FwcNAAmfl8/pT1vitCHOD4uLzQFY7W1gHxUkpms1nDZCyXS2azGWEYNp1yFyvinFjXMzfdTNk6S7UudXVSXVd037hxg8lk0rAObg5uPavOHe86mHTGN0II8jzn7OysAdO3b9+m1+vx4YcfUpYl/X6fwWDQFKF5njOfz3n77bdZrVb883/+z7HWcnh4yCc/+cmGuXMgYLFYPOUy6a4N1MDFZeB95jOf4R/+w3/Y7L8Ddg6AFkXBfD7nt3/7t/nlX/5lrLWNzPeb3/zmU+yOY3vctXEAv9VqPbUWPr42tra2aLfbjMfjxn3X7Y+bJwN48uRJIxl11wtoQMJ6sQw0wG0wGLCzs9Oci3UH33XDGvf9Z2dn+L7P1tZWc93XmyYOOLrPXp9Jc0Yw7rq74tzNVrp1t85WOrbJMUFuP621jWzUAY91ibaTuLqMSAf4f/7nf57333+/uYa9Xq/ZRycJvn79OkKIhiF068Idj7tX3OykY3rdWnL73O12mxlIB9S01kRRRJIkzTE5g6l+v9/IsFutFl/+8pd57733mmN1TaXd3d1mDtVdq3WjJfccKIqCKIqaGWMHvhwL2+/3m/Xg9t01EFzzZGdnh9/93d9tmiRxHDdNq6qqGI1GDWv8cXm0Wztuv5wxkjPgcs8yZxrmZjxdtIx7xq1HDK2fX/dMSdOUTqeD7/sNk7ze2MnznF6v13yvW3fvvvsu8/mcS5cusb+/T6/X47d/+7cx5qNokpdeeolbt249JdUej8dPNYDcvb0+q+vOgTOHUkrR6/W4du0a//Jf/stGoVFVVdMQ+pO2P9XA8uNSWACswdLC2IKgVfLZL13hJ79+lcs3Y0w4Z5WtKMuUUJVYMtLsnFWmKauCdKmJu526IPQUyvdRVYWnFMbWF8NUhk67zbJYUNgposrIMo/j6RF5dsZsDOdH91j1epTmDGiRJDsk0SZZniNNDSwkPlV5MRMpwDoZqzW0W32SuI8X97AqRguN5+UgDBaBMZBltRlLqVOsyQGLFD5S1ll3QtTdvna3RRD5eNbDFjlVJekP+hxFHsuZz+23jjGyQqmQZWa5+/qbvPLSs5xNxzwZT5mflFQ8w3//rft48Qa9rkEGHmHkYcScTi+iKErm8xnFhSTEoOpjvOggep6P73t0A8VP/dSnMLnC9zV/+z/9X7J74xr/1X/z63zvWx+QqIjZMiXyA8JkyB/90XfY393g1U+/hFCKh49POT4eofCoypztYZvBzi7p8snFA7yWVc7nS6wV+H5AoS3S2jqq4WK+q9KKMJb8hV/5DEcPz3j0/hHnU0N17wmz2++wf2ub3c0WvV6PiUpZlWUdNl2kVLqOlak7WxIvCFGqfoggwRMKbetIGK0vBvrdepW1LNsYg/Jq8555NiWOJQc3djg6PCM3GVb7GKkIA782+dEXkQ3GxeFYpKhl2UIafK+emSt1iZCKskoxugBTR1AURYWQFmNKyqoekLfGfsRACIMQ6uLFLNna6fH20XuARimv3mcLUgqUJ5ES+v0hgR9RVJrpYsazt57jZ772RR4cHTMY9gnClMvdIYIuuhQ8eviIstJ0gggPr3YklRbP85sH/NbWkMO3j0jTjMFgg8paTs/OyJYrkiDC8yRKQRSHFFVFKTUPjx8xL1Z0NzbxtEDJAqRBULK93cbSJs/g+Rc/xdHhCccnxzz7ycsk3T2E9ekMz0mqLt19TauzYGff5+xJTl5aQlXPW3ueRxhEVDqnEpaiyJiXhrzICOOE3U6fZZmjUMRS0ElChPgoF8+YuqlgBFg8oiCh04o5OT0mLQ2tfo/xZILJp1x7ZZ/z8Zjjsw/Z32iDzBAoBN5TkjwAKSTGzQn5dQ7kYp5ijMUzIQfPP8vo7AFRGNPpRpiqAFNRrXLKKkX4traCEgIowVZ40idQETrXeEGC70WcnY+5++AeQUeh/Tl+36Ckwa4yKjxWab2uTmdjpF7gtQO61mNza5uz0yO8so0UHtKrTZA8qei32rzxrT+kh2azOyCRlsAafKHIL9gc3687zb6I0KWizCzpLKOsRviLirP0AdHmBsOD5/nEp1/hu9+7hFfMGGX3OD85B/2n+vX273T7uEzMbQ60+b7Pl7/8Zb70pS81xi7OddQVUdPptClsHPsCNAWQ++WKTFdc53nemKwAPH78mOl0ijGGs7MzgiBoZI7dbrfJlXP7536W29aNPbrdLt1ut5nTciyNu6estaxWq2bObl36ul4E+77fxCs4oGiMYTAYEMcxaZpy586dRlKZ5zl//Md/zKuvvsrZ2VnDTDz//PP80R/90VNmQg5odTqdxmglz/P63XrBnLki0DFdYRjyta99rTm/f/fv/l1u3rzJP/gH/4Df//3fJ4qiBpwnScI//af/lL29vSas/v79+xweHjbNAJdvuVwun2Ji1tnTdan5uoNqEAT8yq/8Ck+ePOH27ducn58jhOD73/8+N2/eZGdnpzGDmc/nTbbnuhGLA5frLK2b13VFtgOR7vo4YOu+7o736tWrHB0dNQZG68DBFdvrzZP1v6+zlEEQNKy3k/G6ObV15syxXuugxR3T7u4u77zzzg+AGQeihRBN1IqTq77wwgt8/etf5/HjxwyHQ4QQHBwcNPNyDx48aO4dB7QdKHKgZnt7m6OjIxaLBTs7O2itOTw8ZDab0W63GyDRarWae/jRo0fMZjN2d3efaiBYWzvKbmxsUBQFP/MzP8OTJ0948uQJL774IlEUNfdIGIYNgNrc3OTs7KxhER1rG8fxDwD0LMuIouiprFnf9xtH5HWmev2ZFccxURTx+PHjhvl0s8ZXrlxhNBpx7949tra2mmeEu+/cu9Vdh/X5RSFEM++plOLq1ascHh4ShiHtdrvZb8ekrjdF3LE5cOsApu/7nJ2dcefOHeI4bppl7vm2Pmc8Ho+fOr7t7e3G+det93Up/x//8R83DQDHEHue12SoOvbTseZlWTZyfMfGt9ttut0uL7/8Mt/4xjdIkoTJZNJk7P6w7U/9m/fpbpPAUmGFpbsR8BM/8yKf/3OXaG1NyTjE5AFlaVgt5hi/IE8XeEYzni7xaDEbr0h6+2hjqYzBcCGvuFgkSkmkFQz6PT5Mz8jtiEh45Foxnh+STQ5JD8fc2E7wrm2S2xMC/zK+FxL4XXJxgu8rwiCuTUiqEikV1q4PAGs2tkKiVkZuNNqGlHoEImxyDz3lY7RgPp8Q9q6ifIMtFEXpOkEfLeqNzT7PPH+Z22/dQSAYzxbsHgzp9Tt4MkEay8Fui6O04OHRiDSr6viCJ6dkVHiepX/lBj/ef4bbjx7iefDk8AGWilbPEMUB4/GEoihRsh5OrmxtLrR+c2INSuXEkUEo+N/9b/8Trt/Y48qL1xHtc+4+/M+pJhUmNfSGPbrtiPv3F/zff+O3eOe9+/zcz36Vu3ceUxYG6cGHH3xAqyX488+8QiCW+F7AbG5I0zGnRzMisVEDbaHRQiPEhbRLSsAHr+JTXzxg/uIW/9XDR8SdAcsspxQ+nf6glsyaOvXA83xa7YTF6pyqLCndywWBpzziuMXBwSWOTo5rwx37kQOiexDX0mwwxiLgolmh8RLJy6++QBBJrtza48MPHrM4z4iUIAI85EXsQkVZ1g9CpRSeX7tlCkKETECUWGERgSKvlhT5nMVswnK+wvNq1+PSaCyq3gdZS3K11kjP4qn64eMHgiDULFbHFGVOLGtbf4yt4yCExhiNUILd3QNW5ZhlvkQGllc//wLFv5ySl3PCliSOJI8fPSZbSq5cPyAMAzzlwUU/xRV8GIO8kJZNZ1P6/Q5BDCrwKSrFsNdFGsFiMSfLV0RxgPJrJ9ZeLyTXilLXsxeeMlzaOWB/8xIlD4laEY8enTDcMsSdFjefv4lWI/7cz18m8XbIpyF5PuH+6HsoP6DVC4iiXQpTvwyqSqO1QZuLmRtbIYSl0gXz+RSigOnilDCJMUVBtz3Eo7iQyqUXDSB74WhqUV5EK+niS8tseQ6BJPIjtvp9Br2Eskp5cP+IxUTx6Wd/7GIt1TPC6888dSHtVkJh8bh27SqzoqIUiqwoafW7vPbOO5yeHbKx0eP5W9fRumQ5G3Olv1XHKHmqnq8EjC4RVhGFXaq8Xte+5yNkwGvff5tUZ6x0Rvp4TlUJrFZIuphlnYGZm4yiKgl9n9ymaG15663bSAo2ogBdANYitSabL3nj299l/vA2+92Era1tru/ucNBLiP06IqiOV6iI44Qiy4lihZ9WnB0dEyYx7V7J7PiQw++P+em/vMX+9UsMh5fox0MOnjvg5GTOb/3jP/i39Rr6M7l9nMlxhfJgMOBnfuZn+NznPkcQ1AZzTpbmnDzTNCWKoiZO4uzsrLHUX8+8XH9HSFlnIM5ms0a+WFUVp6ennJ2d8ejRIy5dusT29jbz+byZwXIFj1KKKIqaIs+9A9czBgeDQQMEpJQsFounwMx6uH2r1Wr2ax0kuJ+7tbXFpz/9ab797W9jbW3Pv7u7y8bGRmMKsrOzw2w2axioqqp4/PhxI2O9evUq3W6XO3fuoJRqIjqiKGoiRxxgccXn+vlyoMUV3lJK/t7f+3vcuHGDg4MDjDG89dZbDUje3Nyk1+vx9ttv86u/+qu89957/OIv/iJ37txpZItOzvjzP//zQM1gpGnKcrnk8PDwqRnAj8+luc3JVe/cudM49a6ff/hoFrDT6TAej5s1tB4832q1uHLlCoeHh0+BtHXp87pUGT4yywmCoFmjzzzzDLdv325idFzjxP0sx9q6Qn2dsXc/30k7l8slo9GoYZEd0HX74JoQDvy6z3FgdjweNzER6/JboFm3ly5dYrlcNrmRX/jCF/jGN77RzKy2220ODw/J85xr1641QGX9nKzfA3meMxqNGqbR3Vubm5sIIZhMJqxWq0YKubW1RafTaWZvHaBzpj7z+ZwkSXj06BHdbrcBW0VR8KUvfYlut9vkat6+fZskSfB9nytXrjRAy7HUbj9dc8Jlt7p14YCnY2qBZq2sP5983ydJEtz8s7yoRx3zVhQFDx48YLVa8WM/9mPNHOr6+XfPJHetfN/n5s2bTSMryzJ6vR6vv/46x8fHTWavawDt7u42YNT9XHd8joV1Bj5SSr797W9TFEUDIN1zxjHfvu83jslOgVBVFd/5zncwxjSOue46z2Yz/vk//+c8ePCAra0ttre3uXz5cnPdncy8dk2vI2ycW/D5+TlRFNHpdBiNRpydnfGVr3yFzc1NdnZ22NnZ4ebNm5yenvIbv/EbP/Td8SMFlkKIe8CcOr6sstZ+VggxBP4b4BpwD/gr1tqxqO+I/xPw88AK+I+std/9n/g5zc0tyDm43uILX73Bq3/ugKibU1UpraiNkiF5Nqdc5ohIgg0AQZYtWJ2M0dOc7csvIqRPBVTGXKhha8MJpTwwljiMGE1OwV8ShwH5LCcQoJVEBiHzokCtJqwYoUWXokyxxhAGEcoKsJI8ryWalo9C7+vuGSSJx+nZY7SM8OIeaT4jy2Kkd5HLaRVGgzH1rCjCmSO4GQPXcREo3/DCJy9hTMqjDw555/23GG7FCGXY3U/o+kCg2ekOOV6cMZ5rbt99ArY2j9ncayHbOedPTjk6eki6XCC8gCxbsj+MmS9GVD74Ti8PiKpmadxDuul8G40fCK5evspLz36Ss9Fj2p5HFML+5R5H8wKsYD6eMuz3QUTMVyt+/w/f4OxowslkiaA2Hjk+PGZz0GExepHezhZoQZ5OWcxX+F7EsLfF4wdThLB1Yb4uA/AMmort3T2GO4JnXrlGSweEXszXfuHrdDYTFtU5VBqtuWBOIC9WVLruqkohUH6IVJJWq87mOhufUFTUDJP6eDaSRRuDr9RFg0CChJvPX6e/28XzK+Si5JmX95meLJiP0jqvtKqLnrJIqar6gSylogo8EAHW97G0a3igwI8CsnTCcjXh/PgYrQ1CGKrKIFWAVB5aG6x1D/S6y2Vx7KVmuTpnvjimKFPaSdKAYSnr4HrPlyzLgp2dXe49mXHv0QOEX/HSJ57j6z/349z98ANef+89BlsDbjy3zfvvHNPq1Z00WVhsaS8evgLLxTyLCS/c6hKWes7WTodcFxSTFb7fpUxzeoOIorAIUbC32+VTrzzH+OwxG/09FnlJpTWmKokjSZZPeOa5bc6mR+zsRySdnL3LPc7OT+gM9wlamiTMuLa/y3KREYy20OV9hhsDnjw6paSLNm0wkqLIqcoKYzRWQJat2GhHhKFPGSp8C5VeMeh1CaXGlikFhqIsamYYRe0JZvGDhCRqMx2dkRVTOpsxukrZ2EgYbPqcnYyI4whjNFme0xEeCIsRa2YS1AbHNcBUGFtLpG49t8OsXPHk9Jiov6AwMy5v7hPHAe89eYftzRaVnyJViC4MygvxVN1g8GSE54VQBgijUF7dwLJGoq1kVWWoRBCpGPyI2STny1/8GY6fPOLDo3fphS2KogJTITzDlatXePvNR1SZ5XQ0xVQCJWt8bLVmOZryOFtyJuDm85Iw8NmIJbZUBEGM1rV8PcsKhBHMFlMKkxG1AkJfk0/ggze+QxoYRmcP2d39NPv7N/jD7/130EmZzwTWKv6sbv8u3q1aa65cucKXv/xlPv/5zxMEAcvlkna7je/7rFarRvrmCp3lcsl8Pm8CvtelqfARU+PYlyAIGnZy3U7fFWqr1YrpdMp0Om3m+RwQc0WhK1w/PhvpjD2ePHnSGIWsz1ium264Lv46mHSAYf17X3jhBYqi4O233+ab3/xmY8iztbXVzHZtb28znU45Pj7m9u3bDchweX/Hx8cNK+vO49bWVvN3B5gd+wkfze2tyx2dY+fLL7/cyD+DIODatWt8+OGHDeO7u7uLUnV25G/91m/x+PFjjo6OGubj/v377O7uMpvN2NvbaxhZN4+1t7fHkydPnrqW6zNkbo51d3eXT3ziEw2j+hf/4l9s4kbcOXZgyDE067JjpRTdbpfBYMDp6WnDBK0ziu46O5bOnQd3bba2tprmxQsvvMDZ2Vlj4OJAhSvc4SNg6a63M1QSonZoXSwWTCYTjo6OmoJ+3UHWsaaO4XSMpwNAk8mkAZbumrr7wF3T1WrFpUuXmhB6IQSf+tSn+IVf+AVu377NG2+8wdbWFjdu3OD999+n0+k0oGv9PAANIHHf42aBnaLAycudWZUxht3dXT71qU9xdHREp9Npro2bs1wul1y/fp2TkxM2NzfxPI/r169zfHzcrJcgCLh06VLD8k2nUwaDAaPR6KlcUXfuHTDPsoxWq9VkRLpIkV6v15xrx6i5e9qt2yRJiOOY+XzOarVqMkdd3ubJyUkjFXbRdm4drjdK3PVw7sdxHHPz5k3SNOXJkyfNtb5+/TpxHPP+++83zSQHCNefFY6FdI0Kd53d2nXxSA4Ez+dzvvrVr/Lo0SPu3r1Lt9ttQKeUklu3bvHaa69RVRUPHjxovu4UaM7k5+7du7z66qsNi+mOxd2zTmLrnKidZHixWPCd73wHa22T4Xnjxg3+2T/7Z0j5kYvwD9v+bTCWP22tPVv7+98Fftta+58JIf7uxd//98DPAc9e/Pox4P988fsP3YSt2TBrS3q9kOdfPuCLP3OdG69EGG9MkkSUyy62UJS6IPY8dByzzFPCUCEtCCVYrlJUXmGLFUoNsMiGSRRC1hl3qg68l57HKhsRthSmKoniCuFZkCF7O306O3uclqeUtkCpCmtq5s/6NVuTZhWVtmhtwatzM7WpXUGVJ+ltblPZOcrrsFoYhEiIgwidrervkxIhQHg+i+U5GoMnQhS1RPKjh65ASkurZXnxxQN2t7p8cPtDDkeH7LRjLClhp83ZNOeDx084n6Us8go7WmG1IF3mJJ7Pr//GP+I89ZhPBK2O4uVPXGXvap9CHTNbpmhlGagWMhCEgNAGXYqn3L5qwxqIw4jIl+zubnJ0eJ9EJfSCDXrJgBNOwBgWqwWHR0dIFYAoyauK9z64T65BCw+hILOa0dmI1777Frs3X2GxnGJlSasT097cZH6+wlcSLSXmooNpTR0ID5o8y1gtDe1+n698/Ut0RMR3v/kaSc9DKghEDBL6gz6lNExmY9K8rLMppUJ5Es8LiMIOVy4/Q6/Xot1VpLlBGO9iNvdpGZkz3QHqRkXgE3diimpJFCd4SpDLJZeut8k2e5w8npItVuRZRaVXmFIgqJ1jfR3jhQKrSiwVaVEh/QBtKpbLGXm6ZDlboHwPlE8oJWFUS1eNthhjqSqN9Ax+GNZmLkZRZCW9jQ43bh5QVnVhpasKXdXASusKgcWUGqkkN6/cYPPgClk+oSzOWM5hZ6vNZ5KXWKYz8mzGrecGeLZCVLpm4LC1462AqjKURY5IFZ1OzOVrWxxPNeeTIza2t+gRUeUVRbFkb/+ATncbrQuiIGCzF9Ly+hRlTqc/pNPrcXpySrYEiWA4iIm7WxSlRnmWKIZOt8ckTRmdKmR/jNHHiDJic9CmyLuoOGTQDaiyJcZWYANKXWGlQZcG6QniEOIEuhshaQu2dncobEY7DNgKuixGT0iiHmWRNrmklbFoVTsCU1V8+3vfo4oKLl3eYj5Z0u0ogiDl4FrE1k6L2NtCeGOk6KFzkKKWrlhKQNdrySqECJB4KCnZ2g0RqzHtzTatOGQx7HD7zjnd9g7DKGRnN0EVbfxZhI9CKg+kAllnn9pSYqWH54coPyIOI9544w0++PAuGuh0E8wqp9IaJS337r1JmWaYUtPrd2s5r81RCu7ff8DGYJvVZFbnkFpA1HEg1loUgrIUrIqcx4cn7A1i9E4X4wUssyWD3gBPeUihqDCUpuDo7JBuFlKmE/KF5vjRfbpXtjg/e8zm/gu89KlP8s/+xf+buKOYTM4JouBf+2X1p2z70b5b19QW7Xabz3zmM3zxi1/k5s2bT9n+O4bPzSOtVivCMGy6/qvVqplJW8+WdIXhOkOgVB1B4YpKB1KllBwcHLC7u9uwW654Xweergh2BbtjRJyEbWdnhzzPiaLoB7IB3fcBTxVQruh0xZs7N65ofP7559ne3ubNN9/k6OiIbrfbzKVNJhOOj485OTlpzHmstSwWC+I45td+7dca8N3pdHj11VfZ398ny7LGwKXVajXRDK65tJ6l565THMf4vk+/3+fo6KiZSdvc3OTevXsAzOdz7t692/y/qqp44403ngKtWZbx5MkTvvWtb/FLv/RLTQHa6XTo9/vNDJ4rntdNmNw1cIYuP/dzP0eSJPzBH/xBs17cNdvc3CRNU87Pz8my7Cm2zx33M888Q5IktNttVqvVD4DK9bXqWEIHChwoclLPqqq4fPky29vbHB4ekqbpU/EYbj2GYVgrry6A7nK5bCTg0+mUNE2Zz+dPgVDHlLv15sCmY6agbqBubGxw8+bNp77XgVEHrhxAefbZZxkMBk1mZlEU7Ozs8PnPf57ZbEaapjzzzDOEYdisb7d2nVTZzcV2u10ODg44PT3l9PSU7e1tOp0OLmf15s2bTzFqbtbZAbPhcMjh4WFj2jQcDhsm0R1/HMfMZjNGo1EjMZdSsrW11UheHTB0YM41gdYbCkEQ0O12G+bUPWt6vV4z4+fAqbtv3aa15rvf/S7W2ibCpt1uI4Rgb2+Pzc3NJns2CIKmEeGeSevrwJEiUkq2t7c5OTnh+vXrTVzLvXv36HZrUsHN/K5LTN3zYp1dd4A5DEO++c1v8sEHH2CMaWTv7ljee+89sixDa92wra5p8MEHH3Dp0iVGo1HjSr3+rHbPq9Vqxd27dxkOh811WiwWbG1tPSUFL4qCR48e0el0GrOxBw8esLu72zhNf+ITn+Af/+N/TLvdZjQaNWMNf9L270IK+8vAly/+/H8FvkH98vtl4P9m65bBHwsh+kKIPWvtDxX0GlsRhJb9yz0++4VnePlzQzr7EhEvUFWKTTWBt4nn18yk8iTdICKoBIYVVpdsHQz4/reeMKwSAq0hiRHkCA3aWIT06rk6aVFK1G6ueoqfRVgr0eEIuelxdrfgchAyuHyZs7MJbdrEXpv5yoLVlFWJEhGllkjPQ1qLIa+NVkzt4hnHkiVTgiigqAoQilAmlCVUZYW2OcaUSJnQ2djmdPSI3BqghWIF9sL9FIk1Al96tD0PoiXx1Zi95z/B44fHhEIyH1V42uO1wzFHsxSDxIsDwjhkfD4lHka8e/KEMs+IwpCNnS0+9ekbBGJKqyc4TSd0wjamSMl8sH5EWGmEX2KEh73ooFhR16+esigsSWjx/ZyizDFFxZWdF0n8bUp9XDNCVc7x2VH9wq9yrLCkVmEwCAylqb0xx/MJj4+fMFtco5WMUNEUnzZFNqcqBEprfOVjmnmHCovBE2AqzeTkjKQV0d9I6CZtPt/6JE/O3qOVxcRJBMJDRgq7KlgVKYYQi0EqQxgolN9mOLjMp175EpPsdeJWgTnJ0UYhxdNsibVArfqsWWflIb2AdqeLUEvioIfxofLGqEiTeB0udRSz6Yzzk5J07LMcGap8gWfB5gpaikAVaJtRGkkv6ZKmc+LQQ8VRbUKDXwNhP0AqhdX2I4ArJNKv2fkwkHSCIatZxdHoFGssMqiZNmkMRuuardUVuqzwpY8tLd1umyS4h+/NWczOsSbAWJ9pNidJfDY2e6Spwa88woVPUYGRCqRFVyXaakw5p1hpkk7FYNcge336yy7GSJLIILTHlZ194sTj4PIG2qzYHgzpxAFR3ENIS5oW9PsdLm138L0u4/EplZ3gC0uWz/BQmNzgB4ZB4lMGlryYImSAMXMGgUTqLn1vn3AAtvRRuUWYmCCpWKYLUB6esqTjJ9wdnXL5uTYnqWHYNXhdybDrs2l9mB9SGIu0JUhDJS3GSrRUGGlIVMG4PKJ7I2JzS5JEAZacSwcdjFwQhx46zZDVOVYOkLoF1kMgEWRom9bZnyiE0EhlMTpjtZqwMZC02m0Ws4pMCp69uU2hSza7Phtdg50kKKFA+Qjlg/RA1LO6Rmisp5BhGxX2ieKE8fQ+B1cHMFMEiUCqAKslwi5Z2lNKVVIqzTgdk5MjbIAfRmhdUK0WbPdbHE2XKGVACDS1JBugNIa8LCBfUYzOmTzyGAWweXCJSlaUhabIK05WS1Kdki1GhMEG9njC/HSBrzxaSY/Z5JyFPuXaS9d45sWXeHh4G60NYesHC9A/49u/2XfrBYC5cuUKX/jCF3j55ZebkGxnWOHmulzx3e/3m4LTFXNvvvlmU4gkSdIwRutFkCsqgcblUFzI4x0L0e/32dnZaeIOer1ewzI4p8d1ptOxLO5XkiSN66VjqNzsoYsIcQWgy/n7eJ7h+iymUnWuZlEU7O7ucunSJR49ekSSJI08+O7du43BimOOjo6OGjlqnufEccz+/j6f+cxnmoJ7sVjQbrcb4OGYkPXC1wET+MgR1RW2rkjd39+n3W43ICnLsqaIdOfA/Uz4yA315OSkYVGdZDAIAlarVTPz5nIa3X64/dJac3Jy0gCUJEn48pe/zMOHD+l0Ok/N4DmJrTu/jt10zKhzE3XAzgFPV0i77eMsuFuLbs2tu8PGcUwcx4zHY05OToCaWXfrzv3cdVl1v99vmgFFUfzADJ4DSetfd4X7+uzikydPmq+5tbYORl0zBer5YXdODg8PGwA0nU5ptVrs7u42c6OuEeMaBm5ezkk4fd+n1+uhlGIwGGCtbSTBBwcHjZuqA6+tVourV68292Ov12NnZ4cgCJhMJs25cmybOya3Zt3csjGmUTQ4UOfuHSdddc60UkomkwmPHz9uHJVdbupgMKDT6TSAfv0+hI/Mo6SUjEYjNjc3mxzZqqrY29ujLEuSJGmkz+12u1EVrDcmXJPEXZuyLJlMJvT7fVqtViP3v3HjRjPH6ZpJ7j5cB5bu57gZy1ar1USv7O/vP2VC5jZn4uPYXjfLG8dxc37dSIDb//Uxg6qqSNO0ceh2GbiXLl1qALlzeM2yjNls1sT0jMdjfN9vjJyKomB/f5+XX36Ze/fuNc2HH7b9qIGlBf6pqFO5/3Nr7X8B7Ky90I6AnYs/XwIerv3fRxdfe+rlJ4T4G8DfAIiTmC99/XPsXQrZuxKwueUjZA7GUKYVgRdhEMznh83FWy5XCE+R23omrawKvESS4/M//LO3+eQn/xzDQYLvz9FSYqUzobnoCpgcrQ3tdgtDQORHqLLg+pU95GlA12qQIdKrC3hEhhemSKHwvBhfRUg8jK67K7pSWFOzQaDxA795QSrPQyrJaj5jtixZrFZ1tqaAbich7vqsDk8Jow5CF1RlWc+DCpfrKVAywGiBkhl5NcXzfLYvJ4ispNWLWCzO2bnVIVmGtKIYaRXSSkanMNjsIDxBFHfxQ5+kHRJ4intvPWbn2Ra7wy6BUtizEikCpAgQVPX8l6hZOaQLoDZ1zhyKJGlxdPSAyswZjR4zGOwwHHbw/NpcVV7ImdzD8V/VoQSJFyRoawlbAeP5BC3mBFKgSkW6FCTREFmCKXPwPKSKsboOjxdWkOdLrFgStSzGZnS6XYYbPdJsjlJgUc0L2g98pJFkRYEwPkiJ50cMNjaJk5hJUdHpBoSRxGbiwhDlaftqIxTWmIukEYUUHu24g/Ikq1VBpQXSi1GyBV6IF1R0eh02N/qk5zEP3h9z/CRFoGtnWq0xVUG6mmGVj5BtOr2IbtTi9ukRGoGUCik9qsrgBxfzubaO4qkNji4kkFYSxxH9jmB3bwMzWpAXKTauyIsVGIMx5UUDpMRoBVKyWuZUZ0t6gxgpAirtk64sG8OrjCentKOEdhiBCDC2wGgPYxTYjxzVtMnQVYkwOYhz+r2YjX4XT3U4fHJEaTI8z7K/t8/NmzsoUTuDCjLCuJ41rmzF0ckhgd8lCgq6vYSiKlmsUrq9FsozrFYLlqsCLVKMEfV6DTp4VlJkGVLU2abdbohAUY5KRF4QeIJZUZGmGj+wnOdntIYlN67vcDWMGHRDpuk5kadoFZJ8kQIlZZmRpiuKymKEQnBhqBBMObju0xW7SAQ7Wy2UB1FSUZYBla6IeyXZ9JzKXMH3eggrsUYiRFjLTa3FWolFomSEJxMitUlIitIlpkiJfUF3GDNdzIkTQbmckdBBCw/lRUg/qNekBV8JjDRY5aGChCBMkNbiBRWByrnUiSlVilcpFtOCwWAThGY8miKp45Ok8chSQVFlRC0BaL70hZf4PpJvHX6ItqJWZzQFoI/yErLCkuWWew8O2djr0i5S5tmSo6Mxb7z5Lt2dLXobPa5euUy6mrNaroiChMvblwjaAyKVYAsu7NG/zG/+92cMN5ecT0f/X762/lRsP9J3a7vd5hd/8RfZ3t5me3ubjY2NBtg4Z1OAk5OTJiLEzVM6NkFrTbvdxlrLb/7mb/LFL36RjY2NpuhaL77W5xhdQeNyJG/duvWUu6P75d4N63IzB5IcsHSAw5lXrM8uCSGYz+eMx2MWi0Wzz/1+v5H8rc8DflwGu26KsVwuSZKE7e3txtlztVpx+fJlNjY2mrxNIWpzluFw2MyUujlRz/N4++232d/fbwLk3T6443T7v87crRe0SZJwfn7eSFdbrRaDweCpaAsXk/EnvVuF+MhdNEkSjo+PyfO8mZNzwH49n3R9Xk0IwXK5RGvdGO602+0m09Mdi2OXXVyMy/hz19NFnACNaYmbXV3f1/W5V/hIXu1AhHMNXZckCiGaed0sy7hz5w4PHz5s1o4DFM6d2BhDr9cjDEOOjo6az1mXULpz4PbPzT0CjXmVm3vNsqxhqT7eBHHAxuWeOiDogOKlS5c4OTlBStmAZ3cu1xsE7uc6Zt5dQ+cI+/jx48btdnd39ympumsqOeMoFx/k5jt932/AlpSS+Xz+1Lyyu9fgIwdnY8xTjsLu+9yMoed5HB8fN9JTB4ZHo1Fz7RaLRQMMnVkY0MjFjTHs7+/T6XQaGbpjlt35lfKjTFvXHHHbOqi01jZSYXefOjluEARNBInbL8eM+r7fPF/cMbrzGcdx85nuOba9vd28E5fLJZcuXcJa2xj2OIdtd56SJEFrzRe+8AWCIODk5KRRaawrNdy+u9lSpxCYz+ccHh7y+uuvs7W1xWAw4MqVK82MvGvqOGDu5re/9rWv8Ru/8RtsbW0198CftP2ogeVPWGsfCyG2gf9BCPHu+j9aa+3Fi/F/8nbxAv0vAF78xIv2F/7y11DhCWl1j7w8I5tX5AY8r2anpCfBpqRpRqvVQQiP1TIjV3VcN9bn3od3uP7MJb4nPkQLH88PCAIfGwRYLTBGYETtYlmkS+bTKUqq2jFTCELPo0VEp9VlEAZEcR+kQhFQVlO8KER6LZSsw9YrBGVZoStLVVm0BqMtlSlRqi5u6/BygxAV0tcQlCzSObFMkAKwmuPRCVkxuejSxhgPRMmFDPNi5hKFFIIgiFnpMavVFJUIZKtCKklvq4OXCi4HMf0oIF1mUAmuX2kzG0/wgx6Xrr6E1w4p1JQ8nRH2PLxEMNzsEiKJw03Oj1IqPHzlo4TBmqJ2/hT1fKoV4CmfxSJDa8O9++9TmgUn5/e4vjskjCytdoiQilWeIoxoqP91+ZGj+z3PY3NnyOe++Cm6gy7LScR0NuHy7pCQIcd3D9Glx8ZwFzudIKxAGI1BIWyFUvWsYp6vMCZjdzgkUh0qnaG8iLysX7zj0ZiYCCkkhTEI6eEFAk0NFpJ2l7IsmM3PMGJBnCiy7AeXtJIKLuY9tb0wxbCS2fmCvYMOk+mSdqeHyVaUuaDT7jBdjtA2RZsQP+ixtbnPfDzGlHOSOEZ5EqsLsnSKCkOM6NAeDPGF4PHxGIOP58UI4WGNQGuBuogUAYWSPr4f1bEwFjxP4vkaS22V3u93yNI5WmdYXTPuxhYoBaUWCCRlqemF2whriAJBq9+nLAWFzpkJxWI2ZbU8Ifba9NhCygBshDE5xmiKMifNlsjA4+ruFp39Kwjps5hBmStu/fhn69lGq4kin/nslDBUtOIWnowo8rSWiRrwg5xKjxCyBfjMZzOKUiNUxWhywqDfQ8gII3LiqI0uY2wVM+jvYvU5eT6lKivm83OEBKU3aYsEygKTF3hejLEphSjoJYbNgw6ZNsxmh7SjkEhFVKkGX2IoWK4mnJyeQ9TF+j5GxYRBm3a/RE8e0Wn7SC3QekkQeOSrBVE0JLcGY+cYKSjMBN/rQVnP1HrKx+oQq0uwdeCpkDGB3wNTEZgUpSdsdIGOwA8NoYwIw5ikvc3J+wABqBChImo5QZ1dKaQBz0d5Mb3eEJk9Yu8gZpTlhO0Oi7TCF4K0k7CYZ/hegO7ETKfj+j4XFf1Bj7jVQrNEtC2z1QO2L3XwQk2Zu7w4MEZSaUvSSoiSgFani83njCcjkkWX9+89pJIxj+ZTqsUM/6Ek6X6BgS/pDgcc9A7wAp/Ml3h+wGq5QgULWq0YawyXLg/pbpS8872HP3Av/hnZfqTv1k9+8pP2V37lVyjLktFo1DA6Dug4oFVVFcvlspmBcoDCSfPeffddbty4we/8zu80RZfLZFufZ3KA1MV3uMLMdfJ7vV4D0BzAcpl+jiFwcSBONuYAgiuwHXhdLxzdn11BBTVQc6yMY9Dc5gCd++Ukqk7O6kY/nGusYySdw6q1loODg8aU5NatW8RxTJZlLJfLpvDsdDqNdNcZ+DjJ4/q8ldv/9aL7ww8/ZLVacXp62oAAB/Dd+S3L8k98t/q+z8HBAV/4whfodDqcn58zHo/Z398njmOOjo4wxjT75s6lm3tz8mW3nzs7O03UgxC1Q661tmlKOKCxLpN2IFnrOr7GsSTOlXb9+1zh7hofDty5zMP5fN6Ezrv4CifXdPO5BwcHDXvjpMcu5sXte7/fRynF0dFRA6Y/bp60zn65teDWuFt/Ln4mTdMGADpguH493Pc5eai7hm7W1DVEWq1Ww0a6xoEDoQ5U3rp1i06ng+d5zOdzjDF89atfbcBoHMeNeYszZ3KSXBc54+JP3Fyei9g4Pz9nY2OjmTFtt9vNMW9tbTWxPO5ZIoRoHF+dpN0x0lCD8O3tbaqq4vz8vGkquKaEuz8PDw+bZpPLZnRzsM5syD2HFotFE9/hJKZuHtydb8eErjscCyGaTE0Hjl3GrWOHXabu4WFNYDkJtHu+OQWFe0Z1u11WqxU7OztNVuVsNmsaTY4Fdl9367Tb7T4luXaGaA6cr68ft8673S6dTqeJWen3+9y5cwcpJcfHx08528ZxTL/f5/Lly40DtWtIrDeb3HPgtdde+xPfJT9SYGmtfXzx+4kQ4r8FPg8cOxmOEGIPOLn49sfA5bX/fnDxtT9xq29eifAMi8msNpLJLfNJRhJ5BEmLSlzM8xQZZSGJ44DpbE7U7iFFyOh8QTotiXyPjb0Bg60e0pN1nIOhBn3GIoQCW2EtnJ6coDuGqioQvkRgEdbSarXoxG0KbdHaJw67zLMTfE+j/Ev4fgimBntGa0ChK0tRlBcdL4+kFaIrQxj7gCFNlwRRyGCrxWi8hLSOrOi229x5+BAjNIF/EWcgPYQokaI27rHUDrFVVaKUIAwicluQZzndTgQS5suMwO9hqhzf89CeIcszrBZstBU/9eM/yWd/4pc5z2f84Zv/hMIEFKs9NJrVPGNVCFqtPp6yEARgLmI2KoOlqhlUpRBeXQD6MgQki+UYv2U4G91nr7iB9DTz+Yi2HOB5qnngua4OPB1QLT3I7Yx230coQae7hyHGVm2S9oCieEiZL8nyJZ4vsCsNtkIoi4cCLMtFhmAHKSSeF7FcLCmrJdIrUJ6lLOuXeKA88qykqMCqAC72KYhihptbLFdLZvNzCnGMH2xhjEZ5Tw+GS6XQwlKVRW3YhECg0LlFWo8gaFFqQWUUgYrBBERBj/PxhNAL8IWglfTZ2txjfFagZG14UhpNkS9QgaXT9alIsYWlMhXaSPwgxvMlCA9rwFMBxrM1W6TqRocxop41loZSr9jZ3aC90QI0ZZVTlktMUVEaTWVKtJE1u4dEEuDLAVFgqMyCSi9Js5TZ4pwoKohihecVFKsM6KGkB9rH2AKtK7J8xWK+QPgBSiS04w2sqWgNE6QIsba6ePnHpNmKxWyGbcW0o3ouarmaAYbVKqe3oZGmZDI7YjQKiGKfXnePxeqEKPIpqgVSekhWBEFEZcD3O6xmBZaUssqotEVKy9nZGYNhRFQtKNIcBUgvRIsSK0tEoElXZ2RlySLLsYuCjV6P2bLEt4q4WpKmC8LQZ1VVPDo8ZefqFoPeJbLiDVq9ChGEqNI5b2pUECIowLPkOsIiWFaHxMEQSRelJFhZqxCMxQgJCKwVCGJCtvCrGYNWgBEjyipFlzm9sEe6XLFKJSrvYVUL5UUI6de5lp5P7dZVN06ECtnY2GD65C32LoV4aUivv8Fq6SPFirPTnMVsCtawtdHBGtjd71OWKdPpHD8QVCZEVxWnxRMGuze48uIV3n/9HsaaWmIuJUZYwsTj8rV9rj9zwPLRh6hQIX1BPOjw+vsPOStyQBAYwffff5+b20O6B5dYiBxdrPBbXZY2RaxG5MuUO3ffJm55PDy+zaXrrX8Tr7F/L7cf9bvVMYrGmMZwxHXFXaF38fkNQ5kkCePxuAFFDpB2u1329vbY2tp6il1aBwFuG4/HDXu1/hmdTofBYNC8A6IoasCBYxYcQHUFoZvFckW/y+FzBhZOFruxsdHkvAH0+/2nJIvwETO2zhQ68OFmzJbLZcNuOJC9Poem1EeZey6f8NOf/jRZlvHaa6+RpinT6RStNbPZDKAxQ3GgwbEu7hq56+TAB9DIVw8PD9nf30cIwXg8bkCme7eu52G6d5VjP1erFZ1Op5kvc9+bJEkD3l1h7v6vK86FEI2b6bohjZPeOtmoYyjTNG2ayO48OWYty7KGDVsv0Nf3dd24xB2bA2auOeHWjZM+OhMnJwd1Us+jo6P63X7BPrp9dMW5k6u6NbcOLh2wXPeWWJ8lLsuyiVpxANPFP6zPC67Lgp1s18WZLBYLRqNR01xxTYl1Rs1laKZp+lQebL/fb2Js1uWkTiLuQI6btXRZhQ5Qep7XSIfjOGZ7e7uZt0vT9ClZ+zpIStO0kWVCrXLY39+v398XjQ53XVzNN5vNnrr2u7u7zfe6rzuQ9fDhQ5577jmGwyFpmhLHcdMMcve0Y6/denTg1OXOuiaLW1vunnf3iQPLrVarcVUtiqKZOXZNpXXHV7cm3L3qPqfX6zGfzxtVwu7ubtM8GY1GDcgcDodYa9nZ2aEoCiaTSXMPaK05Pz9nZ2eHV155hW9/+9vNPej2O0kSbt26xc2bNxsprFvL7777bnN9gyDgrbfeYn9/n2eeeaZpBPT7/WaNFkXBBx98QBzHfPDBB+zt7f2w18ePDlgKIVqAtNbOL/78s8D/AfhHwP8a+M8ufv+HF//lHwF/RwjxX1MbC0z/x2ZAtC7xyopVXnJ+npHlFUoIAhRKJkBEnuVIDErWrM3Z6Zh+b5PlVOMHHsP2BmIjJFItoo6HlhYlNdJWWGopp7B1dp8VAuFHPDi8T28QsqpC0iJDSkuZFSh8cm3wgi6+2iQrHuAFPtaWeL5F+G2yVVXPr0mJtPUcpDUVnoIiL+i2QtptH8+LKAtDEimMKdnZ3iVfhZw+OCfAEiUtJkAQKky2Qtla2idljpQKEHgqwOociUBJnzhpESYe02WdBdnttomCktDvEXqSSIEpBMWF5DEJBXr5GBZneH6GJ2dELcWV65sUlabKDN32FvNZhfJirAnx/HpuVHkaKxVSSYSqb9jY8/nsq59jMjkkM0uoDCWG4+l7DDcjjJXMF8sLB9KnTRKEkEhZu5lKWedoZtmKja0YKaAdbtLa2iBbpRR5iaVAKsViMSarLFoX6DJDCIPwApSVrFY5cdhBxYKqMnihj/U8ijJlOp2gywjlSYyGLM3RiBoOXoCyrc0dOp0Oj4/vYoRFKA/lC4Q09TUWAhCYSmMNcOHEamyFVBaBJF2l5PmC5awkbCXoKoPQkJUVq3SClB7GClASpGA43KEsxghTECifNM+oTMZGu0/SspRiQbYqWaYlpgjY8iK8wKJtDfitthgrkBcPOQkIY/DxiENJlo8IA5C+R55lhHHMYpZizAppDVQVtgJrFVZKlBfiKw+l5gilyYsV0ssJ4xTlV0hZ0e4JdBggl5rlaoESAUWZk2UL0tWYsqzXT7ezh0w6zKbHKOWhPEWRa8Aj9NsIYdkYdghCn7xYsViOSFqWKPbRWPIyIwxC/FCjvRQvUPR7AyCn4xuy8hxjDXHYxuoSz9NUZU6aQ6/dR1eGdDnHYoijPvVEMJiqwmiDknU8hwoMeJZCa0qj6XQHFKuQ8agiivoIUZEvKoSvsFrjKVl3H6cLklCRVys0UCxLOn4bJSvyPCPLCiw5cSshVAm5hMIs0HqFknWou5DiIs9U1XJoACsQ1kfKEIVCF5ZFtqKyEwK/RbHSDNqXOTtboEQf/ATh+VjhoZD4XoAxaf2sUx6BUrRjjzvj9zHhgoP9DbJViTQlRpQIazm4tE+vN2C+WFDZlHYHdnb3iJMr3L/3kOmkoNXrMplP2d7a5G//+F/gv/y//Drf/c4brOYaYSOspR5HIGdazdi4tkUQCh4cHfHGe/fIbIC9KMgMgvfufEgnCYnOz0E8pNVN2BlcoihC5uc52TjlzsN/QVHeZdCd8snnrv3/+hr793L7t/FudUzfcrlkPB4/ZZziTGMcSHJA6+TkhI2NjQZwuMy9TqfTzFbB03NR7vnu5KmPHj1ic3OzyXJbL+6c4YaLJFkHGm7+z+2PK+pdoeukh64AdzltVVU1c0ePHz9+ymRk3UBoPR9wXQbrPqvVatFqtRiPx03x6ECBcwd1zJQxppEOO0meCyq/fv16AyCGw2HDpK6zq25uzBWKjlX9whe+wGg0akZIrLWcnp42UkoHVtcZ13UmbR2sOJMPx9i4fNF1sxTnblqWZTN36M6VY5OdFNYxOE5uBx/Fgrhz4iSEnuext7dHHMecnp7+QIPZsVAOTDogsA66HbjNsozFYtEAYinlU4DLfS/UIN6tITf/6WYOHRhxM6ZORumuq2OR3HGtZ2w6MOPYfifpdXmnH5fDrp9HJ6F2JljrkmxnEOXkvS7iJ89zFotFs77cjCLUTQe3f46JdA2Jzc3NZp/G4zFJkjS5iy5H1V1P59jrmiSOBXX3uZNuuhlEJ8mtqqqZHXX3p1v76yy6+7/D4bABuQ7cu2NyjGq3223mAh1r7xojQogG1Fprm+xZZya2PtO6fk+4awkfNdkc4J/NZqxWqwaQ7+zsNMyfW/NuTbnPctfNPaucDPnKlStPjQ4AXL58meFwyGw2a0YArl+/TpIkfPDBB43R12Qy4eDggJ//+Z/n7//9v883vvGNRmXh7v+qqpjP5+zu7hIEAY8ePWrMuuCjWew33niDVqvF48ePefDgQdNUcuB9tVrx2muvNTnCzz///A97ffxIGcsd4L+9OMEe8F9Za39LCPEt4P8hhPhPgPvAX7n4/n9CbYf+AbUl+n/8P/YBq9UMM52QmpLHp3NCvyIWgvawz0ob2kLRaUdUtsL36ly5Iq1IZcXO1iUMJaPZOXFbQjVlsNHCypB0PiZfjqm0AasxuiCbL7CmwE9a3H74Pi/sbkM7IDMzMCW+BI8A4ftE3gbW9DDeErSkFbUpQ0k2j8EUVNUS5QkqbbBGI0UGusK3knao8GSBJKabbOMHksVyREBEr93lXI6oNPhRBykFpZkijY8nNKFM0BcPISV9SqtRIiBSklwoUr3A9wpaiSbwYjAZO9s9sJKk16ZKS6qFRYkULVYsC8GThx+wODtiNSjqWdGypN3N0IQM1BZSDNEhjI4WWKGQXs1+KQPWVAhhAIMnFIlS7O8f8GT8IfNiRKu/SaVmzIoPGG4FeF5MpiuUp/CMCy+2wEcSujD0aXdaXLl8QKudsbUZUq7m+EEfIzW9XofZ2ZhKp0gShL3IghQS4XkXOYSyzvGTAj8IEZ6hMAWTyRilKhAZVmlW8wVZliOMj7USqQzGZGAAHYHWvP/+m5TeCWFHMBxeIU99RucLirlFKoUUkkpXgEUIg+cJssJgKo0QkuVqTl5A4Pvk8xEiXFKYU4wRqMCjk4TMZjmBB0bkgGLnYI9HD99FZyVpWVBKQ39rwGx+CmrJYm4YzwoW5znXn72O8kuUMBR5SZkXqLCFcG6CVYGQPmHYIwoMJ+ePUFITeIL5bETAFZQN6pyIqqSYrcgLg/E0KlEURpJXBqoxWTGiqgyW+iEujMAPPCq9IkpC8rSgsDOqtERXGl3lFKslaVbheQWVtgziTRbzKUWVsprN2do4wOqYIqvwIh8hoSwLsBE7O1excsRydc4qX+J7HkncZWVGCC8DFbFcjGgnMefTEVqGjGfH7PQ2qKocI2akmaXbuYkpA/a29nn85AO8sKLUKe1gG79qkcu8Xk9G4vstWr0YY1fkZZfJ/IydocTYAE3E+GzEoN2mEgGVkGhhQWh6gx5pLugkGXdPV0yygCQcELU3KKspRhRErRijBUWuKQtDO+jz6OgeXveAje4ljLFIwcWMLCAM9R9AKQ8rfYxrVokTlJ9RSYkKAyDBWBCBxHqqdtNC4UkfiULbevZXSujECluOqNSEJIooZksCr0Wv3SItPPZ3ByjRYplO2Nrx2Lu2SZYaogSUn/PyJ65xcjhFeYpWHLCYn/Nh/j3+47/9y/zYO1f55h/d4+03nzAdLVll58T9PWaseO2tD8D4LJcFZekhUPhYPN/DDz3CUPLg9IzH4xMObrY5aHn4zDl+NKEoNeeTjI2tjF/4xZcRVcYb3zn/N/Uu+/dt+7fwbl0xn89ZLpfNPJfneWxsbDRRCU7qqVQ9i+463QcHB2itOTs7a0CaC+peLpcNK+cKSxdJ0G63eeedd3jllVcAmmLQOcy6wHVXOAkhmn1w4MMVVg6wOabKFUlAM5vm+35jBjIYDDg8PGzYUMeKAA1b4xgN9/PXnVrdjJgrLrXWDTDr9/vN+XHnKssy3n//fV566aUGNLriPYoidnZ2GpDgZqicFG+dSXXHHQQBW1tbPHnyhNlsxv7+fsNyrM+MOvbKAfBGAXQBKnu9Hi+88AK+7zeMoWN/Op1OEzbviux1F9f12U83J+mYutlshhAf5aK6+bh1ObQDLO4Y792715wzl4HqzETcZzj2cH1ezx2PY71chIMDwW49ODOYdXbz6tWrvPfeew3wMMawvb3NZDJpinQHLG7dutVcB3d9nTTTgV53TG5/HGh04MB9rzGmOSeO7Vx3P3WM1jqQDoKAoigayXCapg0D6oCcy2t1M6KOVR+NRuzt7TUsuNtHd74uX77cADrHFvf7/aeYfSc5dfeJY9Aco21MHV3izuuDBw9QSpFlWTP366470DxT1uXpbq4X6saVi/OBj5xkh8NhI6V2USOuieTutXXTHgdk7927RxzHJEnSPPfWAaXbPj7j7NhsoFFKrMugXSNgfR24r4dh2DCerVaLxaLO33bS6OFw2EQubWxssLOz85R641Of+lRj5ORMwt566y3+1t/6W3z+85/n29/+Nt/73vcYjUZMp9OG0X799dcRQjT3gXueu2dWHMc8efKkMRRyzYLz83Oqqmqk+3/lr/wVqqri9ddf/6Hvjx8ZsLTW3gU++a/4+jnw1X/F1y3wn/7rfIauNMJCvzugzGs2RaqSsorqOR7rURU1kFChj/Qt8WaMJxVlNafT7aFFD+XDcqb5uV/8SaTvcfvOB7x/+10iEbPdH4CpeHT/Pq1WQnIpobp4iAQtS1GWBL6hKnM8v4tEEkmf1SzH6yiqXBN5Gj/QTLIUYyTaVCAqyioDobEYBBbPC8jzikRDHHtgCvLc4AceWTWlLHM8JK2oQ5QMoDinyJb0oiHkJdKzcPGQcjcCUoIfoLQklC08mWJ9SbvtoXyD55V02l3mqzlJ1CMPNVbWMk2FZJGlnMzOWYQzRov3aYUxYeJBVRGGCbaaE8abTERB4PuUGIytqLRCWl3PV1IzLUEY0x9s4IUB3UGX8fScgxt9fD+gP4SoVZFN61zP9ReX28IwxA8u3ANFRadnkV52wWJaEBKtK3w/IIoSiqL+v0IahBQo4SGpQWVdQNTzWL6nmEzHCFExnZ0xX57S6ycsFyHzWYYXBlirLwp2N7cKebEkH63oX8rr2btCMZ3ktWTxYlvvCHt+XRgIcowRgGS5TKnKNpWeonxJqTW2UggEpTGEgYelAFmBsDVrt7mJig54+OgRIgi4evkWe1dvcj4+RAif6eQJs9mS0dkSXRk8FWGp8D1LEncw0sf3Q6wVlKVBVxlxcJH9Rv21NCsJww7lvKIoUnSRcnh0zGS8wAsTRGRQKJSt0F7A2eKcTqee+xQiRBcFUexh7QoEnJ4viLStozfKElMWLGYLzs9W4Hu0N33CyDKbnzObri5mCnaIwvqBK1RFkYEvt/C9mG63R7stuPvoCKkkQSDo9WJ8zycKexSFQpcBNqgl4d1un1VRH39eFURRQJqVeKokDAuisH3RuIjJ8jmDjR30xQC8SRKK0qKVD8JHYhBWMB6f09/YpTQ5eVlS2QDhBWgj8L0QG0RURYm2tTR9Y3NAmpbMxgbrDQlb24zHU7RdEkQB1hqils9sViHEBh9+eEyhC8azRwy7N7FGga3NdhA4TIm4MMqyAoTwyFKJVF38QDNbnuKLgLIqkErUs8vWYG0dG4OgjjAytXOxUhDGlsXypJbQV6qW3yofJXySVgwmocgF7fYQlCLspFS5JEshyyr80OPK3h7T2YK5LRl220Q+oJ7wwsttdvde4Et/7oDReMbho1OioMLkKeAxm2mkTJDSXMgINdP5giovqSghFHRbIVevXSNJEspckKWWD+89Ihq0ufvoIXCfve0hR7PyX+d18qdm+7fxbnXMj2MMXPfbzdu4LjzQFFWOaUzTtJGtOgOaX/qlX8L3fd566y3eeecdgiBgY2OjARCO8XOFoCuaHVhYlxk6kxCX0eekc+tSyHXA4SRprjvvAJqL88iyrH7GCEG32yVJkibuo9frNUBuvUh0jOi6uYz7e6vVauSZGxsbzGazpxwoHRhz8kNrLY8ePWrcIl2R7ORsjr1ygGHd4MWB0jiOG8fVfr/P2dkZV69ebQCiyxyFjxxk12W9bpbVMYvrM2ru+9x+rbvqfpz5dOfFzWMFQcB8PseZkYxGIwaDQTOT6tw0Py41dhJKl8/oZJOOaXPH4eSXHzfOEaI2v3Fr1gGodUDq3GLXt+3t7WZONQxDbty4wZUrVxiNRlRVxaNHj5jP5zx58qRhk7TWzZyac/5099D6uXSNFBd34+TAzql3PB43sR2uweHmDLvdbnNt3Lp3LKljpR3wdEB+NBrheR7D4RDP85jNZk1TZ2NjgyRJmjlJB7ZcTEsURdy+fbuRqTrDHydvdQ0B94xwQDnLsob1dODKga84jhuGz60Nl6/oGjfuPj86OmJ7e7thg91zxknunTuvaxJsbm5SFEWjZOh2u0yn06bh4+6l2WxGkiRN0+Lo6Ii9vb2njmd9W19Pbt04ptrNpH78mbDezFo3VHIA1M2buqaEA9iu0VCWZdMYctL1PM+bptm1a9eYTCbM53OGw2Hz3Lx16xbb29t8/vOfZzQa8fjx42b/pJRMp9OGSXfZmKPRqFmTWmsGgwHXr19/ih2+c+dO42btrp+LOfmTtn8XcSP/xjZrDUoI4qjFpe3LnJ/dI4p8ylLTbsd4yqfSkrIqqYpaDhl6miDyUSqj0hE7O9vMl2NMohiE2xQrQRhHxK0WJ/eeYBfzmnmSCm0F88UKGWTNQzCOY3wBRRHiRzGB0gS65Lmrn+M8g9QuQKdYE1IUFbqEssxBFGiTYijQugAkvlJI4QOaLFuQZwuUCtBWY5WHsAIqTZDEtDp9xPgcY3RtyxwA1iIETafMWlt7c/gKhU8gW3TaJf2tDoYS6ZnaCIiU7Y02eQZhK0b6AX4VEKqQqzeuce2FV/jdD38T/IKs1LVJjxdSZBPSxQKxDJEiqlkQm1HfixYhZS09vcjWVF6I9EOsFHQGHYLQYGzBYgGdXovNHY/x4xzTFMzioitVu5vWL1hxIQ0q6Q19imqMVIrpvM71LKoMzwra7ZDj0QwrJVpIrDUIoRB4SAHW1g+rNEtRSYKQGqtzKl2wWNQ5bG+/dY9yadlqKVQgqKzA4KE1eEJjbIrvK4yYgTG0WwdkqyXLIAXxkXvhRw+X2qHV90OqSqCNpsw9lnOBDFd0WzFKd8nKBULW13O5zFDSayS4pdEomdAZbvDczgBTDdjYuMQindBub7KYHeOrDst5hjUeeW4pSwjDCD/yCYMWRnl4XogUNSskUFTWMF3MycqKvIIgaKELSaktiIrpfMTx8RHWCDygyCt8DZ1Q4YcRMvMQImC4MSAINaOTGUoKFsuKNPOBmO5wi+V0ge8pirzCFAVFbslWC2xcf854PKKqPDY3Ntnc3GIyPUezQHmGfFWxNbjKdLbi7GzMYllRFoI0X4EsycslntdGyZA4lngyIs/m+KGPtjllldHutPE8Q5GlKCVQsiTPHuH5lsXKo9QZQRACHkW5pOKiiKsds+p71lrm81OELMhyC9pwcjzCVwOGgx2yRcl2K8FkGb5fUZWWykJe5KSrHGsDFAFFLgiUpJUMyPIFWZpxPpqSpoJADgiCHqFeMuzHCLVE2BZWXxSDa+9BIUQ9E64MQngo+mAz5pM5QauLyet7D1sghV/PXwsLosTYspakXvxAA8gLSXO3s00lVmidsVot8YIQoTWeMrTbA7BQ6QBVGuKghcg0/d6Aqlzi+SmtwOfFZ59hPFvSbbdBzpGqLjx2L8UslpaXXumiC8Gb373L5kJSmiVR4hMEMUVesjgbI8K6SXHl2iaXrw65cm2HqvCoKo21JSenj5nOn9C9POT6zQHPXotot2Lm5exH/g76s7o5NqDVanFwcMCTJ08a9tHN6mmtGwbAZVQ6owsnMZ1MJk8ZXjiG4NGjR42xiJtHcgDENROdiYiTj7mi6Nlnn21yIYFGiun2wxXf66Y97uc40OKKNlcUrhu5OPmhs/pfZzTWMzLhIzbDGYdcvXr1KZdWx3g5SaBjDMMw5KWXXuLq1au88cYbAA3b5MCYc/F0c19Oyrl+jtbZQfe1jY2N5tgcqN3e3ub8/PwpQLrO9Lli2ckWncGIe385ptXNaB0efqSkdj/D7Y/7jPWi3oHD+XxOHMd8//vfbzIS3QykO+fue11zQQjRmLm4a77u9OnAtWNf3FpwLF5Zlk0uogPXTirr9ts1HlwsxubmJkrVWZuLxaJha102qVsLzlTJrWvHHq+DZGNMIwN18k13Pa21jEajhi231jb77H6WqyOceZBzC3XmPFEUsb29zcOHD3GmSe4cuGvogL3WunF5nk6nTQMpy7ImvmIymTSAfTKZNOfRudw64OkiR9x95wy83GdKKZtGgmMxHcPv2Pl19r0oCoIgYDabNefMGMPx8TGtVqtx8B0Oh83/dw0OJ3d197lbs4PBgNVqxXK55Pz8nKIo6HQ6TfNoc3PzB2apP76t32vu2o3H48YQyj0D1uXa7hkEH0m31+WnGxsbVFXVSLWd9N9leLrNqTLcWnRrJo5jPvGJTzCZTJrYJd/32dnZYXNzk9lsxnPPPYfWmu9973sMh0OyLGsMgPI85/z8vAHqN2/e5ODggKtXrzb3nzGGx48fc35+TqfT4dlnn+XatWsN6Pxh259qYCmFxENgCkM77jGTMUaXZCtDkS8Zj+b0LgaldZWiZIbxDO22j5CaOPZZLpYUVUZeatBFLd/qdonbLbwwoDQ5UoaYwOd8mZKWOf2BocgLWkHAbFnQ6+5g0y6llbRaksjL2N28xPL4Pkl/gzR7wMrkeKpDulxRlBmWlLxYUBQZ1tZmL54X4KkQJXNm83ENCPw2RWUwKkCvBFWWE256eKHH+dkMowtC7dPxFNaqmp1dp+GtRlsB2iOUbUx5jqlyuoOQNJtddPoKlAxpt1ospyVeGFEslmxu7/HKp38CP9ljNBdokbBapqxWYzb6Q/LFOYHow7JEVzFSOOOE2gXVWHPRETRUEqQKQCpKXSGUwQqX++SzMlM+8enLfPjGHXRhn7rB3UsjSRKMrS6csAq63RipNPPlGUFYUBYCbSzLVUanH3L8aIVBAtFFDIvEGHnBcEr8i0JouZxjyJnNz/H9iCL1uP3uKZ1km9lswsWoJBIFhBfWOxblaeJEEccKY31Wq4LVakLSUSzOnjZ5sBaq0qCkTxQKCinrgr4QTEeC9mZJXlgk27RbIcvVnPHolP6gi1I+ulIIYhSAicG2EVhCb4PIGyIjS5qfYoxlc2MXScTjhye889aHvPKp68RRgu9FKBnW8l/hIaWPlDXIbHfaPDxwNgqBAAEAAElEQVR8hAoFfpBwdj5ia+MyMjCsbEmazmtzJ21ZrRYsSsEgahEEiq3+FpfiEG0qtE4p8ylbu1usFgV+2KNvJPPZirjdp9cPGM3H6DKvDaMCgRAhe7t75Lmm29ng0s4mSRJzdPIhhRnhBSuQgna3y/H5fdrtLqGCyhQM+pv4S4u2S7ArdKWJooTFakYUeShRYcgwNscPNLnOyKuSdJURqRBPaKAkiAasVhXGpngqoSzrl6apzMWDtoIAfD9hOOxilhm+8ljmC5TnsXdwiWylCOMWoRBUeT3XbYyLllHEF1KfdtpGxgKlNKvFjMpIBD75SvD48Zi43eF0/pB+f4CQLYIwoNQzArEJQlDpCmN1U4gAF40TA9Suu4HaJEoM0+wDAj+myCSSFoIEIUEIg7ElpS6xpgIM1nhIE18U6hVxsE2qz/ACiREVlopOu1evHaExlQItoRBgS3qtCKshihSVWdBOOvi+QSDw/ZKiLImCAGxAXmR0uxFzUeB34Ctff47R6YzJPKWoQFc+Ra4w1TOkxYooUYSRxJARdlLkwufoyRGf+OSzhK0Ze9f20GrKlUsb9LqC89ERw82Nf4tvoz9b2zob1Ol0mpnCLMsoioLRaNSwmesupU7K5hw8HQPp3Db7/f5Tc47AU2YdTr7WbreZTCbs7Ow0gMPJwYbDYRPv4YLiHQPoCmr3mW5ezhmtOFMhl2vpZGFOyugAlnPcXI8jcO8h53rqCnbHfrniud/vN7ORjhFzTI+T2e7t7fGpT32KMAybQnyxWLBcLtnY2GiYn/XPdZtjL9fjPRzT4wo+91xwsstPf/rT3L59+6kZRPfL87xmXu7g4KBhboUQnJ+f0263G3mqkxk+evToKaZp/X3tmJkkSZpYk/Pz82Ze77333mMwGHB2dvbUfOe6Osk17d01d3ODURQ18lV3fI5NdzXCumnObDZr5JfOEGg+n3N6etpE3zhmfd0Aar1ZADQsucsdfPfdd3n77bf5xCc+QavVataXY5ddDeb26fT0FKDJgXQyaeeq7PbDrWH384bDYSP1dPfa5uZmczw7OzvNDKmTQud53pwPKevswrIs6fV6XLp0iSiKODk5acx03Lk+OjpqjH2qqmJjYwOl1FNNmiiKGmbVMXhOWeDcVpfLZSNZd2yxmyV1RkTrbrouozGKIjY3Nxu21hlAXb16tZmJdgycu8YOwCZJUptnXuw/wGg0asCm1prj42Pa7Tb3799vojRcJIdTHqxLjd295X5394oQgp2dHU5OThpw6eaD3f9z18vdo259O9VBt9t96roD9Hq9p5hPJxN24M81kNZBfrfbbZo/bv06pYWT+X/ta1/j7OysaRI48x83ixrHcdOIcvfT48eP+cxnPvMUG3xwcECn0+H4+LhpFP5J259uYCklpVWYTBN7EZ7ns1jMAYFSEiE1ZXlOGFqiWNMfRPS6IUIK0jxjvrzP7u5VEq+NLjRxECNNgK16RH790lnoklW6IIzbpHkOcYgVKxbLGZ2yhykl5dJDrzSTyQkPsxW7+wle36DzGcYrma9OyQuJ9DbJ84yqzKiqBUWxQpcZSuraPTMUzPMKlWlKK6gAXeRMpgv8sE1kOqSrDF0WKCzaSsajkv1+iLGmzki0ombFvIBKX8g3raxNP1RIlkaMxynj5RGeB56XoVSAEDlVNUPIDeI4wMiAfmdAu70DIiadSuaFJp2nCOEzM5bVrKAVlnhlidAaK8BSF6lCWqSxGAzG1KYxO4MdfNlCyAQjJAbNeG7wwhnCL/jM56/zjX/ykPHhxeyFsBezkGptRqa+0bJ8QdztMV0eU1YaFbSAqnbEVSWe52NUha5KfBXVBTDqQv5nkEpRFTAdzYg3JMcnhxibs1ysmC0yZmNBL/AI/Rij6+IBKS+KctBGoo3EyIpVltYRL6szorb9/7D3p79yZOmZJ/g7ti9uvt79kgwyGBmRi1IptaZVVegpoAvoL/UvF2YwQDcKUxiV1JWScomd5CXv6ru77XbOmQ/O19KpLml65osmBRnAIIO816+7+THz87zPxvzpEeVd0RmDcgOU6+IYwOpDgA76EMKpXAIvpWs1XROz29UMM+fgRSw1STSgKWvSQYbDAMeJIOgw1udk+gW3i1vidIzRAe9u5uTVE45qGYdTQi/i8vKMz794wXAy+BjW4uMFMY7v0eoOowxGHao83MCnLVrKosbzFV4U0NHihYoi37JdbXE4SHWrfYVyYyyQjBKaJieMHTbrDVo3BHFAZwvC1KUs99gu5tnzlzSFz8l5yt2bD5RtSd3VGF2AnzIeX5PGY/yoJgld9sUTTXNPEBmSKKAz3YHNdwqsq8FtUZRUZYfnpAQedFqRRiPyIsdzXXbbLdPRjDgOWW2e6NrDDbqsKowuwdd4ngtGMV/egvUoq4rZdMpqXaK8BH0YIRxYY1fhqAhXDckGL9iUj1R5TdOVPL++Jp1kbDclJ4MJTb5EWYsxik5bNOAGAZaO8WjEqlrS2T1epDDaARPStIosOyFIYDwe4HsJ223M/cOSSRpzOVY0bYfWLcbUWCwG4CNj6eLgckiudtSQ0TBkW60YJjOaBhw0KB/oDumsmI9/rsFUaJUQuUNGo4T9YkFrG+q6xUOhVcNgEBH5HijI93uy9Iy2LgkiQ9ftqOotoT9BdyX7YsUwSzGmRamKqs6pmwocMDrHGg/XjziZZmzWj/ixx/WzASfapbMtVenSVhnGhnQmJUr8wwDIWqIIKuWyig1WbfjiqxnahNCdQafZzEuaMmE6+qeT6/71+McP2fgdh3YI2yNT+cfHx57tklh7YSx+/PFHXr58+UmaYhAEjMfjXsYnAFWCYUT2JlP4YxncYrFgu90ymUwYDAb9pni9XvfMZ1VVPVsjrA/QA8qiKHrGQTZVElIiGzYBXsJWikxONn/ClAmwOfYoFkXBZrNhuVz2oOI4UOQ43EMkbMKgrlarPg1SvK3C4kl4jzAe//BnCysqXkcB1JvNppc6/sVf/AX/6T/9JxaLxSeyPwFAAh4FGKRp2teciNxTvu84lfU49fI4vEbY0jiO+fDhQx9IJOA5CIIeJAgwEWB5zKbmed5vysMw5OHhoQdk8txlPQp7KYBD5LgydJB1JoOLY0/bsSf07OyMp6envgrl/v6+TyueTqdEUcTLly95/fo1k8mk90SKLFvYRllncj4E5IhsV3yXUsEh4UByHkajUX/9bbfb3mdbluUn4VbX19cYYzg9PeWHH37ohz8C/E9PT3tgIunFwtbKeyAe3ON1dTxoEU+gXEOr1YrT09P/g2dQBgnHYEoSSXe7HWdnZ333o6yn42tFQr82m03fx/qTn/yk9x3Kv8m5FQAtHZbD4bD3owpbLqyxSMKn0ylhGPaS5tPT0/5+cyynl2vteIhkre3X7m63YzQafSLVP167x4FMct+QgC9jzCd+cBnewYF9lSoWGSIVRdEHHC0Wi777Uq6fsiz7IYgMdk5PT1ksFvi+z9XVVe+Pl/uiAN0oivqgIDmPvu/Tti1ffvll73U3xvTg9Orq6p/8/PijBpbWQoNDV3XYpsXxDdenVyzma+qqJk0igqDj7DSgLHdgD4Bgs+soc0MUG3a7PbPJFc7Ap97nOE5JvtvTFBXT8RBdNex3K+gMV6czzs7OaXkiikO6GjwVo7uOur5lXy0II5+//eGBk7OXpNGQp/yRsq4p8pSqaui6lqrcg6nRdYc1LY4LrjIoz7KtNXrbEScDlps1ShkWq4LQ0Yz8gKqxvPnuA87/4nL3uGL9WLK9f8O/+bNfABpjAOtgrYM1BmU9XBSeZzAqwFFXrNYNhX7A8x08zyGMIIoUVbHFNhVDf0YaRQySAGM8lIJIB9wtKnxfEboJ+bqjrqCrawaOxrU1KIM27eGXbg+A0nQY3dAZOMmGhE5M13rgOjiuh/V8vLClMRtGpzHXP4nYPpVoYdrtgS6Uha3U4aI9OT9lMIvI2zlN5RySQM0WpR1cN6BpWqJsSL0/MJVauwfQ7dqD51J5NKWhrTqa7f4AwjEUdc5gmLJdd1xcnFHOF+i6+igX7A6+UQB8vGAE/pqHp3uyUcp4mrDPc4LYo/E5sFbWw/NclDGoj8X2bdMdglicQwKn73UMkhd0akVe7pkMxmyaObv9gjRJKNEMgkN9g1E5TevQthlnJ9dUDeTNHoKA/dpB15rV/pYmLxlmPs9enmCd5pDQ60UoLwQF1srN81Cv4fs+6SAmr31Oz875/s3/jnUjBuMBZbWjrRR5XnD3uKBrXaKRT6RbwmFAS8W+stRas1k3fJb9hKbrsGZFZxdoFI0JmE7/lGq3Jxl7dG2AF6WwKw7JqqMZSayw7gNVOz94oEc7yqJjv0nwwxA/jpidjCjrFqUsVbmnqRRROCZKLJ12DimyxqEpXLJshOcNqaoOpSIcKjw8IlfROC2O9djnh5qdwHfZ73doZXlcPrFedZxczMjGE56ecqz1cFRHUayo2wx/kNBsLNfnn9EZTezPGKQnRH5JW2zobItrFca4NG2DUQrlxQdJFJaqKbFeje8ERNGA1bJC+QGxW+AFFa7yaJuWly9eMp9vGIUXdGWFbQ1GN7Smom0bHM/FKFDWxVcRYQTWaXHclLZtODt9RYSP61fkrOlUi8LiWItyDxtodAu6RSuYnZzTdXse578jmVniNCb0E+p2i9IdujNsdmvqyoBO6FpF1WriZIC2HdbxqCqLVRlN21E3a1zfoLXBmo663eO5Pkl6DRz8w6EXUhUVg9TFNYoiL8EGzMZD9oWhaTsc43J5ek1Vr2n0huzCJ0qmTGc+fmiw1qMtNI3t2O9riv1h/f3r8f/7cSx1lUCP+Xz+SUiJsIdw2JBKEqdIBi8vL/tkRN/3+/67yWTSs1DGHLoOz8/PKcuyrwURVjPPcx4eHphMJvzt3/4tV1dX/eZWAkrEWyaSQ2EGjoM3BGRJLYpSqmcmx+MxTdPw7bff8h/+w3/g7u6Op6cnlsslFxcXnyRHHvv1jhmGLMuYz+esVquetRLWS2SDkrAqkmE4sG4S7CIb/2O/mJxbeY3CVgrwlgqJfwjujoFtlmV8/vnnfUXLMcN4nEhpreXi4uKTDbqAMHmushE+luYeP6ZIHeW5yvOV51GWJVdXVywWi94LK0BBzq+A7tvbW0ajEaPRqGcsRaYnG34B1/JzhdES3+hsNuvTaKfTKU9PT339SlEUDAaD/tyK1PD09LT3QArzJt2gUqHz4sWL/ueKVPsY9B9LdEVGPp1O+f777/vEYPGByhrXWvdrUYCEAKj1es2rV6/696osy35gcXp62jP+cv3tdju01pycnPRrUMJtZAAhTNex1FJkwseyd2Ex4SBZFZAm15gAJ5GSS8WMdDyK7Pbu7o7NZsOrV696H6ScLwGOwmx//vnnPVsnPYsy/BHgJ6FLkuIrAF6uz8Fg0F+PIsOVxNrXr1+zWCyYTCb9mhJWWFhUoGez5b2UNSd1IUVR9Pcxef+F6RWg6jhOL38VP3WWZf37ciw9FkZXBg0yFJBzL75LeY7H3msJWZLrUhQRUqsjg4uzs7P+mpZ7e57n5Hneez0nk0kfEiQeTxl6HSs5/nvHHzWwBFDKQXcd2uR4QU0Uh1w/m/D09EQUW7JRgHULTi9HdG3HerfFcxOSdEanS3b5jiTd0XWgwpgyt9ze3bJZ3+K6BuvCdDYkywaEkaJp92inYpDF+L6HpzyKZoWbRpy/yjA6Z62XuKVLtU3Y1AX7vKSpQ+qmxqJxXAetQWtFsWuIAhfXr0kjj90up0QTJw677WEh5XtFbjT+wBL4KZPhGZ5KKXPI94ZOt7SNxeEPU6I/nB+LcsBTLm1ncR2fqrRscotyOhSGZKDANpjO4OIxmiqsOrAi2rSAIRumZNWAKCxpqpY4iQ+y2H3J9DzCtQFVXXyk/zu67gCitTkATNd3sU6JouLqdMqmiWndmIYc5XYEvqZrn/gf/vKc7/56gdEKrIdFYYzGWudj75jP69evWe9v8YMY1xuQF3uUsyJKaqz28XCpm4bJ6SmP9QbXumBcjP44jdOHhFbX6SiKPenIRdmErvGIfB8bdvz851ecZAnvtvfk2xKFA67FURbHVfiBix845PsdZVlhLEThIZK/yEuiyKfUB+bcdQOsMWijsVbhOh/rTzpNFEcEXsB4NGZft7SmAidiNItxowDfG+KYjDCM2bUaazRVXVCXOV2zx/MCqq5lOITR+DNWTw/c/P4GYyxPDytu3j3x+qvnKALCMMHzfLTpem/lYb14hH5A8bTFjwxdU3J9cUFVb2g1DKZj9r99y/ypoG4DGqNo6oqz2GU0ilF0aF2zXK7xXJ9vv/uG/+FX/4GHZc42d4iikMYx5HaJi+bkdAiNoskdtvsGFTiEScty8zvc+AblZrihR5HPmW/WDAfP8NwT/MClKwy+clg87BiPz/CMwXMH6Eah1QasJUsuCPyMVi+o2wVJEqM8heP5dLomSUOqYsIguWbd3pOXNzijADfxML4BV3P2fMpmvWZhAg5JOYcOScd18AMX63ZMJjNcoO4atNE0bUkch7gmJsdFdy3WqkMwjvGIggn73R437TAUxGFCVyiKxjCdHrwei9WGdDBAdz6T8SmuC1mWMggGVLXCug4uHk3bYXWLpqOzBsd4KOUSmI+l56pltblBhRWtilBagdOA0dBZdFeD09E1OaDBcXEdxSgLqfLDgKzTJbPRGbqN6JqQri5YlRs+3C4ZpEN223uSeMgwu4QmoK12NFVxkP6Ssdk9Eicujk3oWhdHxVjdss1LIh+arsTzLEFkKMs9ZZ1jupT9FpLMI4g0AydjX8Bms+qvF09BFFW4Tovj7Cn3h0mrdhoIWuKxw2CaEfjuP8+H0r+QQ5ih4/CMq6srHh4eCMOQNE37DVbbtmw2m16e1TQNm82G0WjUT+y7ruP7779nsVj0G7zZbEaWZT0TI6BFmBKRwz179oymaXoZngAV2Twfs0OySRQpq+d5fd+ceLEkHVNqVIRNPDk5+QRICKD7h9UUcgg7IOxQ0zTs9/v+60QqJwEzIjk9ltwNh8Ne0iagvaoqttstz5496zfpwkIdgzVhDeWxTk5OAHrGSQKF8jznV7/6Fb/+9a/7ACb4g/9LOv2++OKLXrbqui6Pj4/M5/Me4AJ9H6OkU/5DlkbOy263Yzwe9ym+0u/5J3/yJ30HooQmCdsjzKEMIYS5lUAkKboXUHvcoylrVM6LSGlF/irfI/UraZr2dTACDES6LWtWZIdffvkli8WCr7/+Gq0179+/5927d3z11VefSHAF8B4HGgnbLwyRJH1Kncbvf//73v8ovsgwDD/pm3x8fCQIAr7++mv+8i//kru7u14CK99jre2ZLBnIyDl6enrqQYm8Nw8PD5ydnfWKBGFan56eGI1Gvc9V5N5aa4bDIXEc9+FKco5lyCE9jycnJzw8PLBcLnuGT2Srz58/Z71e9wzb8YBGmL/ZbIZSqpfhCpsma0TWtgBMAZ2yPgeDAU3T9D5Kay23t7ekaYq1tgdfEtYla0MA3nECr4BJGRxYa1ksDonjx0nNcg+S4cRxHZPIdWU4orVmOp0Cfxga7XY73r5928tksyxjOp329zSpCwqCoE/cPq5G6rqO7XbbM93y3kt9jDD3cq8R24IMeJIk6RUV4rUWpl+GCmJnEIn6P3b8cQNLdfiPxZJmDmoSEHgty+WCFy9nuL4hTi3GtmBbXKWIiGjqlmTcYYxG65JN8Q7Pj3GdMXWnaJqc23fvCVwfjIe1ByBhlYW6ZHRykKqVpqQsKjwFcZiinRDPH9DWDptixa5cs6ssdd3i2gSrWtq2QuuOfF+yXe8p9yVJdJDZuWkArqI1HQ/zHM8NaVuwOqLZtjyfDGi9jqurazx/wCg75f7db4g8B200xnSfpMZZa9G2O3gE8THWYq2L68Tw0UsVBB5VAW3TkSYpcTTEc0MKbQGDNodwoSj0SdMIawsmkyEOKU3lcH42IybEtB6qcQBLpzua5hCE03U1nufgBwHz+S03P37NySBhO29xPE1br9G1g1Utu+2Gs8sLTk4H3LzZgJEpsfmDhyfLKIqCX/35L6m67+l2LaPxNW23x1DjOBHK9RmMBuRbjR8onNbBOoqu1SjHotTHiG/bkg5ioONsdkFb1xjb0g07fC8kDgzayam6CoyH63j4rsHzfHzfxXUhDgNOklOicEiZG5LEZzyeUG8+gnrlYLRCqQClGhwFvu9gjMLoBmMU2Ii6cBiMpsQD2G8L8nXFeHJCVSoWjyu8QQ34hGHAvtqT5wHT84g0C/jw+IjjuvhByslZytB/xf/z//Y1P/6w4Ntvbnj9ky+IogGBHx8ApQLPdXBdr/daRkGM7hoC1RB6Ka7xoXNIkpjJxSnZyQnLRU3b1FSqI04VV6+mpIMWqxtc13ByOqKpG66vT2j0O5p6wyA448XFL9jvW3bFgkkWMJ5G7Ocdk0lKp0J0AFGSkqY18+0KNzTMJs9QhY+2ll2xoyMgjhscJ2Q4iIncZyi3xcsc8p3B8ROa2uJ6HTgNSRKg7YjN7gPa7EkHA0IVsZvvGQ6HzCZjBvFzwNKuHkmSjM12S9c1OKolci2np1NiHbAzJdYqwCPwYbl6wGkV+7zg8vw5eblkvrjlxQsf11W0TYvnBtSmA+vgeSG1cfHciOvrCX//w/+Kk1mKomEavWK1ecJRIft8wTA7petaxsMRRVGjVE2aDrCNJQhCWu3RmBbfdfHdkKqpMW2L6ygwhwqbA7BsSDJN2TSUZYffBR9VBBpd1wfVhDrIYJULJnBxjELXT+TFPV5q0RjW2xX7zQFgdKakMQ27nUs6SInSw+9We0ynn9E83PC0uuP8YoirfJrOw3MDtrsttsvIBqfkVU3XdKxXW9RHRkdZF99LKYo9ujbs1oeQJOW+ZTj4BYN0ius5aF0ThB4woOtuUarFakVVtigbcrdc4via6ckQY8EE+r/3qfGvx//JQ6becRz3ia+LxYIXL1700kRJ6BR2TqSTslG9v7/vC8slBOTNmzc9AyDAR5iGwWDQMzZSiC7hFbIhFqZSpK/HPjzZZG82m76uQJ6ryAeli00As2yQi6Lg5cuXPcv13Xff9RvH48TNf+hTAj4BNsJoBkHQSy8l9VZe6zG4lHTMqqr64B3xYR37LIE+wVHApbCSi8WCp6cnBoMBDw8PvTRXwO52u+Xk5ISzszPevn3bg59jKa8EnfzFX/xFL6cVECTvk2w6patU1oicy+ME2SzLALi4uOjPm4AVYbFF0nzsURRpaZIkXF5e9qmXSZIwm80+kVBKcJAAAvG1CvCQgYb0Fworc3Z2RtM0/TmT4YIMI6SH9OHhoWfjxuMxv/rVr/jP//k/8/XXX/Ptt9/y85//vPdYykD/2IP7D6WvAp7kOrm8vGQ6nfZMvgwxnj9//gkjKO/Ds2fPyPOcsiwZj8e8ePGiZ5LSNO1ZwLOzs/49lrThh4cH4jjuZdMil5ZrTClFkiRcXV31Qxo5j/L8hQVzHKeXqgqbKNU25+fnfZqvABnpPJVzc35+3kt8Zd0EQdCzi3mec3FxQV3X3Nzc8OrVqx6YC9sq3wMHVnEymfCb3/wGSQQ+PT3tk3HX6zUnJyd9kJN8v1xf8h7JoEaYSPFgH6cjyzUrLN5x+qsMreSakPuWUqp/n+TeI7U14s0WSav4P8VzOZvN0Fpzf3/P1dVVDxCPz9d0Ou0ltqvVqgey4lddLpcA/aBGrsvhcNjfq+XaE+n+sVz3w4cPuK7be4P/eyFHx8cfN7C0FmsVbVMTDR2cCNqmZHoSkaQKP3Aw7HHdFt9LaGoXP4oIWk1nS4LIwTExRa4JFdTVFoqY9bJiv+poyoLOHKYiRV7w7MUMx4V0kGHRdF2D63okriVQhs5VH1Oedjjk+MGEJs/Z11sSFeF5J6A0+92ep6c5u1WObR2aogalcQcOQRBSmY6qbg7+JA6dlFgX13NZrh5BGer6kEzbtS2NbVGqw5g/UO/yy3LYdBrrortDxLruDpUSjuPRNBqtG5TqDo/laLrWwVUJUZRirUYpi+s7BIGH7w3pGoc4jXn2ImI5338EtO5HQGs/UvMNdVOilMFxA1xX8fDwhKu+Z3TlsdvcE0wqWp2TbyxxElDlHmXR8uVPX/B4/3t07WOsBtWitaFtu770djhO6KKWoqwYZRP8ICSIY2gHtLqkafakkxHbJVitsI7zUUbbYa1CW3soo48DbOjjBRpXWYx2cOOYzXaN6/uMZhGr+xLdGdqmxjUFyglxuxqL4eR0xsNyA9YjjQf4vsUPNau7Pdb+oSxYoTAf/aKg8Dz/I5MF2IA4GtN1OcvVA4NhynX6U9abOdlYYWxHuzM4VtE0NcqxbDdbJrOI/W5D4B3CW/a7BbBjtViRjRyMbZk/rnFVjO8lh0Rcx8UYi+s6eF6A74WH9aXhdDrhw9MPtHXOaJQRewmb9Y7R6Yxnr1+gGyjePlA0W9LTkNllwGL1DQp7CMNKQoajAa4LZbkgjhyKvKYs1yyWa7b5PatFR+oOCcOMJvQYTKEylig6p6st6CmdDthufaw9ZbtZ4Ycd2tnzNH/k8uQlLoYk9jBOgzY52WiAUS5VFxHFsCve4nsZkX/68f10eHqc4zohSTTDZUBtWsp6ThQpLs9fojuX1AXlOgzTMU1tcBPwHQ+LRXcGWoNWDZNkzK7bHNj/3DCdXGDR+IFDWeWEYUSlPKqqoWk7lBfgOg7GNrz/MGcwyNjoPUoFTKZnRHHMbr8kTabk+wZrXCbXV0Thhn2xYJDFtFuf9uPkEyD0Pawx7Jv60LXbKdzE6SfMymnpzJooynBUiOkMTbM/VPI0Naat6LoKbStcHzrHxXcKVsvvaMyS1m4IAw+XkGSQYoxlvavw3CGnpxmu64Cq2RcLQrckL6YkyYCZO6LRjzgEpPEZg3hAnn/DcvVEVURMZhO6FsqywXFirA7x8dA6wLSKwPMYJA5l/UBRLXDVHgeXos5RboG2oDuDLnPiMMJoTeSPuX+/4Ga5ZXKW4QQaYxo2m+U/56fTH/Uhm3eR1YlEbDwe98BRpFgCEkS6d7xJEXCT53kv+dxsNp94sc7Oznj+/Dmu6/aMgmzKBGQI6yZ9ghLcs9/vAfpN1G6361k28VGKL0rYQ2EjZaMPB5Ai3yObyePKkmPp6XHqqGwc5fwcS9+OexPbtu3/XdJX5RwfA1+tNWma8tlnnzGfz3smRFhYeUwBZHJ+3r9/37NcT09P/cZ3vV5/rO05yOX+9E//lIeHB+APnkSR1UlH4GQy6SXCV1dXn4TaSFfpcDjsN6vyGLL5lqG2sJ7HSbZhGPapquPxuE+qlY0+0DNgZ2dnvH//HqUUo9GoB2rClB6neQI9M3rMYgpYqqqK5XJJmqa8evWKzWbTs1bCxsiQZLPZkGUZeZ73jy/S0Lu7u7438uHhoQ+GkvdRQPpxiI8wZO/evaOu614CKYzu69evMcbwww8/9ID85OSEDx8+9K9NQKOAJpE4ij9XgpBEam2t7StIRHYtXlIZxkjqqrwvFxcX/dcJyJL3QtbncrnsE3AFfMp5EHZari/f93n58mXPDotH9bhHUdahDB5OTk4+8R6OP4Zvioda/NKibpDHkfdjNBqxXq/75yPnOftISIiHsyzLnvGVIY98tsrrP2ZLZYAj16wELMEfUqlFYiu/5B4mwE1k1MKCC7AVD2uSJP1AwXGcXp0hzPrZ2Rnb7fYTj/Z2u+Xh4aFnv2WwJvdf8UPL0EYkx+v1+pN1KPfFY5ZSAtfev3/P3d1dX50k4PWfOv6ogeVh4rJC+YYogmBoQDu4ToSrfFw3ZLNr8QLojKJuWwLfp2pyhmGCQ4jCw3cM1iimpwmbrqOoSzw3otYNplNoLGWjKVvLMHMZnPrc3L/F9QOM0lQ0NLpFVyscHxyvoataxuOEofWJ44Shm/FYNrhOS6db9pXL42OB5/qkESi/ZuYM6ZRBty2n0wnr9Y4irxhPB2TxgLaowTi0nWa3XXOWjcA7hNLYxgAaQ4c2Da2u6PQBFCr7MbTGsRhjD6yVMVxenLHd5MyX+0Pn3XZH5cBFesKhJsRF2w6tKuq6Ic8b4tgyzkYsV3OiYADOQQLYth3GVlhbY01F19S0VYmrNEW1I8KQu2N+93d/zbNujI00682cTV2w2xhYV4yzU6qqJUosQeBTawerG4w51CFYDF3XgO0I3EOq6mycMh4qXHeItRG72kNpD3ROWS4ZTAPWVYfWh9CRwPUxuqNs9kQjza6ZMxgMD+mhTkmnW4p9w3q9wdl7WOsQhQGdctEfC+mbVhMaQxQ7OA4Ms4ymgtEwYb/f4Mchk1HEh5s9Xtzi+SEgyWLORwZZ4biHVk2rHXymzKYBbx/uuL9dcX76EmVz1us7omBKozTWrSnzHN83dKbi8UkxnKRYJyJKY5TeUxU1nXEYnw1wAod0MCYME1zXR6kDsFXGoI3BGIuxBsfhwDhOJ6z2AU23JS8tZyfnxK5LW7pkwykX1w2FhYk94fLLCD/YkfgRrp+QDjx0VxB6DvvtCog4OT3l8eE3bNMPVFVJlp4RRCWhCmg2Dr7rExHiGI8kHOOqNXGcUWmFrlPKHUyz12TjQ42MaS1lsSXP12TDiLzYEXgn+K5F+Xt8X7PfFaAa6nrJIJrS1JYgtlRNhcIhsWN8d0TTPDHKHPZFCyg8J6PTOcNRhLUa308oig2q1mAUFkXTdbiu5sP7d4QzH6tCdsUGP3QZjhy6tkC3Hu+e3nIaTgmCmPWqOHQ/tprWVMxOEx42G5qmJPDHrPc5jd4wGLmoqmNgc6hLlr+/5+TlZwTDGXVTY7SD6UA3Dq6t0bpkvzs8jlXq0GHbNaiuwfcDTNvRdppl/o4sOWGYnYBnUG1HW+forqau9oeOVFyqTUUdhdT6BOu4hGGCMXuSGLqmBaO5vj6hLAKaRqNcQ9XtcVyfJDvDCRSj+Iyw2ZDXS1zHpyk1ZdUQhVMuLkC3Ka4akA08tK4ZD5/x5scFw3RMOvDZ7z22+ZLheIjfVrieh9EdQWRpdhuCsEM3HnES09qIpnUodg6DJMV3QxI3InVGDPwUTUEbLf7ZPpv+2A9jDPP5vGcFkiQhDMNeNheGYc/8yaZE/IHj8biXTkrwzOnpaS9FFWZINq8iC4yiiOFwyJs3b3qmUNg5ASZAz+aJRDLLsh6stG1LWZbc3d3h+37fCSjdeV3XcXJy0sssT09Pe+mpfH+e55ycnPRMg2w6BTzJplEdDXqOQYX4FGXT5ziHDrm6rj+Z+AsAk2AbCRYRmRvQv34ZFMsmVoBYVVW9pO+v/uqveP36NdZanp6e+qAc8a4tFguCIOiZMPjDAEHAobB8wmCK30r8XiK7FfAlG034w4b8YFn5Q7iJgHPZ9D49PfUSz38YDCTnWDbt4/G4Zxz3+33vJ3z//n2fjAl/8L6Kr1G8tbIGsyzjxx9/5PHxkcvLyz4dWMKlRDotr1X+TQJvJPxJJIwCXKQSR37+MQsswFYp1Vd0HLNSsram0ylXV1e0bcvFxQWXl4fQMbnmRAkgwxV5b0Taud1u+8eT8yryU2ttL/UcDAb9+y5diSKblPdGQIWkhR6zrRKaI+yosM8SlCVrS/pJj8OzNpsNw+GwHzhst9teMirPx1rLmzdv+jUnqamS3tx1Hbe3t0ynU+I4ZrVaMRwO++tiOBxye3tLURSMx2PyPO/TlcV/WNc133//Pc+ePevlvsehPVIDI6Fgcm3L1wmIlRAdWQNyPcu5kLUiMmthKYVBlmAkWa/Pnj3rBzzicZU15rpuP1QQP6m1h2C14XDYr8EwDHuf7Gw24+bmhslkwmQyAQ5BZ+KbPGahZYAi91O5VquqIgzDXpo7m836ACC55v+x448cWGrKsiD2HZRr0KbA9SvqZofpIopcMR6fsNvpgw+x6/A8g3I1xlYo5YADceJRVDvqtqC2Ma2q6IymbRuMdQnCgDSO8F1IRx7xxKFod7g6IU58KmPAaGxbU29LvNQnCgforiNNh7x/vMd3C8JwzHgYcHdn2VWKsoTOVAR+iB/4eKHHuiwIXId8s2WYRAwTnyiAiyRj/bRmMp2iQpe7pw+cZCmO5xH7Ma5xsa6LJcfQ0OkKbQ2ucrE6wPGk5ykGJ+T0JCbwG7qmIfYjhhOP1XpH2zV0XQXUBEGM1paqrdjnmrry0boi39/TdTVdpMiLlkS11F1L0+TUVU6V7ynzlrY+pG86dESOQxleYYqcIDijKKHSDo0N8QKXx9stqZewXtxycf2MJH2grhosGqs8UAo/OHTwzaYT6OBkcIGf3tOWt+BluH5C17WMhmfEscu+es/eLfGzj7p3DkBOKUMYWz7/xTU2rCjKjnzX4HgHT+hqs+PufoEfZFD7uJ4HH4vitdZYfHw/wA/4KMeqGGYzqmpPlqW8ffMGT1/iKxdlDUbXB2CPxVqD1h32YyO94zko5WLbjJPBJX/3m/8NJwkxxqMocowyFLVhnCU8bufkRYFHiwo7VFWSqkvCOKRqt/gBlLmhahzOn59wcjHhz/7sVziO6kHtQdLpfGQsPRwHPF8RBOC7KZ7vYTyLcTXbZo+iQXchcTQkGeZcXmpqAsaTEt/RpMEZtfXI9zvi0KUqdmBbHP9Q/TIaXVKWLaPxiGxwTWXu2K9WWGeI5wYExsE6HoHnMhynbB9rPDekq1dMxmOcbUFb7knTCN8LDkMbtuT1ms64RAy4Pv8Jj9sVy92cwBtR1xZLwdPyPa5zgqd8oqhDa4Xnh2y2O8IgJi+KQ7CObYjCgJOLKz7cfoMxBcpW1IWDYxwCNUC5Dso9SIi3+Z4mdA/P24EkGlDbOetlybPrL7GqYbXfcz6ccv+45uFxRZF3DJ+9JKw8tKrRumNVPBEOUpIwwZQLutVviPUTTVXQtQFPv3vH7OwVZ89/QuF4PD5uMY2LNYdam32+wSgwCjwLtsnRlUvoBnjWozExob+hY8uyaLFuRZdr6m6LMQ2NLghDD20auqpkkI3wggG4HrDB9Sq2+w1JNMNoDWg8s8L1XPbVHihIhydopyFvFmTpFUnwkt1+TqM3uG5NXlTEwcnBz9wYHJtStyXGKjbrPVk65OL8GuV2bHZ3nJ6eU9QbsiTF2gFGG8p8jecYrLbozqU0NX4Iyrg8e/6K0JuxWm3x44ynxSM7V9GpNVW7/mf8dPrjPsTDKN426WSTkJmqqnqwKBsimbTLJlgm8vv9vmcpZYN4LEUTqauE2giAkA2xgC+Z9MtGczgc9qxeEARkWdbL0YRZ832/ByCyUd1ut700NQgCzs7OeHx87GWo8/m897dJp6UAR3mtwlYCPWsizOB0Ou3PWRzHZFnWSwGFmTmW2EpNg6SmyjkSZqqqKsqy7Df+Ut0gG3dhMOT8iPxWNvFPT0+Mx2PW6zVXV1c92yibWgkNEs+rAHEJjImiqAc3Ioler9d9RYxI/+TwfZ+f/vSnPYMsYTNd1/H09MSHDx964CznUDb3AlAk/ESCnoQ9+eGHH/o+0GMJrjyGgAN5X+T1TSYT/tt/+289YN3tdj0AODs74/7+/hNZpuM4vYRbAnwENFxdXXF1dcVf/MVf9OBVBgz/sJZCGFvxrh0nEsvmPssyxuNxD64ERMjw5Liy49hrKAEsk8mE0WhEWZZ9aqcwZcIqpmnK3d1dzyhK96GEF8l5EX+p+CkvLy+5vb3texvlOYisVv5OrkHxEB57gqMo4urqih9//LH3rrZt219jx3LR+XzeAx5h6iQ5V8J81us10+mUu7s77u/vKcuSzz777BOm9fHxsfcM1nXNw8ND73+Wx3jx4gXn5+dofajDEYC6Xq8/YeQEkEpXr6gEhMEXoCXXqKgXjuXe0h8p3azC+gkjC/SgUtamJNWKQkACtUSGLn9vjOkri0QVIV7ks7Mz4JCqfXl52QeVyfUqfnBZizK48DyPzz//vFeGJEnC/f09Ut0jgW3/2OH8k//6R3AcNsguWI8oGlN2Gif28TOPmj3aaRmmJ8TBkM+uX2E6SxJFKNWgbYWlpu1y2qZEGQt0jKdDiromHmb4sY/nOkQeqHrFr37xCse1hJF/SPvkkFqqlCKJU4IwoWksnfFJ4jHVvqGrFZ2O8RyXy4sTXry4pLMNfuIznoxIBynDYUaaJocPTW2wSuGFDl5sMU5JazdoZ8/wNEAHBY/bd9zef4/nq48LXQEtbZnTlnvQNY5uQHeHsBp7qCMI/QDP1wwnGuXvSQaKZOBT1TnjSYY2HXXT4iiPYTbDdRKUiRmml+gmpms8XJVidczd3ZL9PkebFoumrEo26y2L+YqHpzmL9Z7VumK7q9nlJb/+9W/Z71pW85q6jFg+dUzSSxJ3wsA/gTriz3/x73AdnyQeoJRLnKQEvs9kmnF6OuXq6pI4TqlrTRQOPvoXDx/6ZbVDmx2e3x36QXXAdDojSizGVhijAQdHQZIGWA5y6KZuWW32rDcFRdmxXO8oypab21uqpjm8v3DokLRgjcH96Pcpy4KyalltclwvYl80lFXHerMkCD0sB++rNt0nBu/jGGvHga5VjAafM8pe8jB/y+3DW7b5nk57RPH40D3p+hg3IO8sk9Nz9vma5eYD6+17OrPDcTXWNpxfjrl6lvGX//YnfPnVZx8nuZ8WY4vPRaatXWsxGsqyoqoLfN8hL5fk5Yquq3EcD8+NSJMBcZQRRUPqEkaDM9qqRDc1VV3Qmoaqy3H8kiLvmGQvSJMhrV6xWH/HfH7LYJAdehhVjeOAwqEsNIqELLnGd0cMhgY3XHF6NmY4zmjNmqZbYFVBGB4CqKxRbHa3fLj/9uPN3QHHJwgzOu1TNy7PL/4ttM9pyhRHeeTFobBdm462q3GUC9YnCl1sHWDKCbE/wtodZVHRtRZHeR83lpautURhSlN1fP37H3n39j2r1Y5y72MtPM3fMRolxK5it9wzmz3nmx9uma9y7m5XZOkFgTfh6uJzLi7P6boVMTvYvyOxd3TunioLMIHBp2D9429otrdYVRKElrYraNqSotzStSVtnWO6irbJqZo1RbWiKDcYe0jOBUtT12RZQhQ7KKek7XaU9QbH1TjuQQtQaU06cD8mqeaApW0O4QlVswWnoWl2uKrAUSVJqBgNYrReUev3KLfi7uEHirwj8Z+zWjQoQvJ9xWR8huemKEKicMggnR28pLpmOPbxQ03bVWTZmKopqOodu92Sts1BHewGcTTC91Jm01PiJMT3fKIoIC9XvHn/t3Q84sc7wqRktbmh1Tv8wP4jnxr/evyfOY6rNbIs6zdLcRz3myORZH3xxRcYY3qGUMCRhOUAvTxvv9/3rIPUldR1zZ/92Z/1IOc4LEc8YALcZPOd53kvv3Rdl+vraz777LO+iP309JTJZNJ3Z0oIxT/05Qmwk83209MTNzc3PQsgE34BdsfBOccgRgCRhBpJQmZRFL0sUUDCcDjswfdoNALoN+eO43B/f9+nssrPXq/XzOdzHh8fWa/XbDabHoz+zd/8TV8C33Udm82Gk5OTntFVSvFv/+2/xfO8XlYqgOLk5ITr62uurq76BEhhLoSJOQ6/kQ3w2dlZv5k/ZueOU32liF18savVirquef/+fb8u5H2WNeK6bp8+Ka9bAFFZln0ViGyGhfGU3+WzVZhXYe3Ozs549+4dHz586Nk3qXkQoNA0DZeXl6zX6z49VoYqxpj+PP1P/9P/xC9+8YtPAKV8tvq+/0lKrHzuy4BA2DhJhBUfZpZlh57jj8EzEoIlMmqRQAtbNZ1O+8Te+Xze9zQKwJbwIJGsTyaTXnWgte6vD5GFivRVJMGLxYK7u7t+MHDs22vbltevX/fvg+u6/Tk9loPLdSHvi7w2+XnHyb4i263rmt/+9rd89913fUoqwN3dXZ9Gu1qtuL6+5rvvvmO1WvH+/XuyLCNJEj777DOeP3/ep+Zut9s+6VU8nsYYvv32WzabTQ/EJbhJ1rrIbeXvRHEh5wPofeHHIFJAl6xpCcYRZQbQ3wvkPIgsWWTHo9GIoih6RcD9/X0voxZfpYBEkbzGccxwOGQymfSpwtJxORqNPtr09n1olrxukcSen5/3wzbpEf3mm296r7vI0GUN/5OfHf/ff9z8/9GhHILQx3WhyGvCJCRyX9DVhsCLcDAUe03iawLHpy0rIs/B8x3W2y2uoxgMUrabLbqxBK4l8HxevDzjN6O31PuSsi1RBtK64dXllOuXY0oXVps7HHy07vBCl7au2eUVl9fXfHh8pKga/O2G0Al4fnmNazJ2TzXKaP7yL/+cX3/3xL3RuMaSDlwms5jnn53RrW+J0kOioR8deuuUUmTjCG1qWlOx01tsm1M1Dr4PYRRiraaudph6T1fmGLnZOwEqcsEDVx2SUbEVrqfxHEterDg9PSf/KKkZj0c4yqGuOpqmI4lTlBsQBAPWqwrXrzg7GXJ/+4TjKJI0oNMVxnhUZclmu2e72rHa7rHGxcUlCjSzU4dB5mNMhbUG34sYD89pdh2Jl/DlZ6esFzvS2DKdDnj2/BzHCfF9xf3DI9fPJwzTEFTNev3EeOay3zWoyOB5lrLe4wY+k+mMolyRxAPKsqZud3hhTRAqil1LWRqSyMPzDHVTYbYdaXBBFLksNrc0TUnVWJLBBC/V1LuWyHMPnjIDnafocPB8n7qq+eH2W1SgyDJ4+25BHEXMF2sGjksSdrjKYEz78cb6B6kOgLUHGawTWdq2IvDHnM1+wt+9/V95eFgSp4q8yBkNfO6eboiHIwajEavlnE2hsd0YV6VMRzOKpqYqLLPZKVVRQdfw1c+fgWoxJsT/mJCpFJ9MUg9yHAPWIfCjg2+v3LLabAhiRZbGRDrB84Z4bozndUQqJorA8x3armAQhjiBYbmd40XgJwFNW0KbEw9PGYRD9sUdTffAfLkl9U8OnmHnEHBkLBT7jsibYNoBrrJYsyVJUkw3YBBHRBEfvY4dgZeQzS5ouhKFpe1WbOZzWgdoLHGQ0rQ70nhKnluSaEaYvGa+vKGrzcfOyOKj36TD92KKfcEgOeXl869Y7z6w3S4/el+HmC1gYbGcM81G5G2DOw6JwoSn+RLH/sCrVy/o2i17vWUQD9FNyW7V8sPDA6OTlxT5joeHOdPxFUX3jtquibwThpmP0/wVTfM7BsE5m6UhQGG8ABMNaAYui67EMY+4/hhjK5q2psq31E1J3bV4gY+1EborMarAOpYwG9HwRKs3XFy9pNzleJ4iDAN836GqWqw5DMW0hU1dM5pG6O4JR7kYfJpKHToynZYodinzHBS4nke5r4jDiMVqSza+RCtFZ+9Z7Z7YbUrS5BDx7/nOR2/TiEJVlKVFuS6eH+J5LekgZJc/Hhipak9nS9LMY7Ve4lmLshDHKcY6NI2P1pYkjtjmS4yuwbSMpjGu0xLGUxzXx9+ljKYDFuu7f65Ppj/6Q8JMXNftZVkCjqTG4Th1Urr1JNRDPHvL5bLfcAVBwMuXLxmPxz1wgEOi4/X1db8ZfHh46AGLeKukauHm5oayLFkul72HS6pHjDH8+3//7/n2228/2chKyMn79+8/AbPHMtJjllAYAwkkEjZCNo0CpOQeKr/LploYq+12y/n5ee+LEg+jVCYIEBXfoSSZSlejyA0FoG+32x7wAD0gmc1mn1RTCFiUUCJJNA3DkMlkwqtXr3oP1ps3b3j9+nXPfMznc0ajUS9VFKbsuF9Q/IfCkkjQiQATWQ9An8B6e3vbg6Msy/rhhDDix1UNIq/84YcfkEqbN2/ekCRJH7ZznDR8LJM+Bqjy99IHeH5+zl/91V9xe3vby7EvLy+5u7sjyzJGoxHz+bz3BYdhyHQ67aWiUlvSti0//elPeyAgQxD5+TKsFVB5LFGVfkYBkrL5FxmpgDdht4VJfHp66teKAHKp4Viv1+x2O56ennq2UwJnBNBOp9P+mhagI8Dv2JMq0kcB003T9KmhIqe11jIYDD7xBT48PPRDE+nrFNl7WZZkWcYXX3zBcrlkuVweghiPpLlSJ7Tf7/uk2cfHR1zX5auvvup/vjy31WrF7e0tl5eX7HY77u7u+koaeV4nJye9//Tk5ITNZtOH2cgA7Li7VlQRu92uZyiPpf4CCmUwUBQFn332Wf+65d4ibLR08x5Lc2XYIMMZoAdx4nUVsPr09MTZ2Vn/PKuqYrPZ9MOA4zRnGUAIWJSaF1GUCIMs4V5yz5J1IGs1SZLea37AA+OePRZZ8mQy6X3a/9jxxw0srUw0DVk2omi2xNEA13bEXsTJcILvBbSVwdqWsszRpsAPMnx3hu4Uy6cO35sxm44oizWDLKNJHP7i3/6CH37/A/tti3I8Tq99zn465MeHb6n1hiRxaWrLMBvS6Ao/8FGdoqk1STxkXtxRVjtOZ1c0VYDpQkK/w7Y5Uezx5c++QGmNLrecDBXJwBKlmpfTU3Z5yW63J4x8/HBI4B268II4pO4MnQuGDj90efb8koGOAENV5RTbFbvdljw/+CG8ICS0HZ2J8IKI1oDWLU2pSVOPi4tT4iQgGgz58GHJ6ewlERG1qthuN/iBQ2sN08kU1/WpK81mVRFHM/J8he+HVEWBaw8G8a7VVFV3KHLvFL7ysaZhdnZKHHj8/PoV7sTHuD5+E6F1B1aj7I7LC4/xqMa0GbPTAtf1yIsNZRNwfpXydP9EELT4/oxvv1sRz06ZXnoUxZ66aolVRrPe4boO292SIAjZ5QuqogQ1ptMGq0N059A2hzTJfVWjhorb+yWVLmiaEqV82lqjXU3TtmSOxUOhsHTQS1m10YehhKe4vduibPBxut2RZBprO4ztUHCoGjF/KIB2HAdrLEp5h0d1KoxpGWZnaDNgv+vw4wSjWj7cfeDy5Iq2rhhkA7SXQasoNoo48vi73/zvTE8uuDi/wrUe62pHOkiwLIA/TPSxB3YXZfrncWBQoe0MIQ7rzQYvcdG2oe1Ktts9VRcyVGco5eOoEM/zCUOFn2qW6zcHQNg17HYbYicgUCGRExPGFutu6VpoG4+i2VLkLaE7oXE6NIcqGmMsXacYpKdkdcLD6kd8P6YqDVGocN0BPgGe3/UeWEVKFCq0XdN8/AA2NmKfVyhSxuNzfHeGHzTMF+/A3ZFG54ySGbe3X2NsQZYl+N6QYmeo8z16aAmDBF/FuN0po2xIUxtUY9lsd2w2W0bxGDwfLBjj8POf/ZTf/N2v8dyI86uIh6cH2q1LsN5z913F797nXH/1C1a7B55/lbLb7siyIc1uRRJHzIZT6uUZk6s/58ObOYvNnvHJhEI7rNctTpqw/f47np9d4u41rhdBo2maQ+WMxpAXG8I6wo9DrBsTJC7WbQijFaqraLoVUXKC3roY3yXLxtRVS1k2tLWDdT1OLq8YTxOq6ommA7wxk/EZOAVFtWC92ZENhjw9LZidZJggYlN1+EmAYU9eeGArsuiUbHDKeveG6YlD2+UEoWK/yxkPL6irkM16zovPLmkbw2q1ZTRKKOs9nd7hhxY/gOvrM8qyom1qvDDH0tBpl7IqqZodKigJ/ZjA8/G9kH2+Z7H6QBAOOT2bst1vSNPsn+FD6V/OcSwj3Gw2xHHcb0ZEEinMpUz5xfMjPrUkSRiNRr3varfb8e/+3b/j66+/ZrfbIf15z58/55tvvunBUFVVnxTEy0Yty7KepZNieNnoyUb85z//eQ8GhU0IgoBXr16x2+3Y7XY9OBbgKv63Y7Ag8jqRdK5Wq54llDAM8WQJYyGskiR+JklCEAT9Jvi4SkTAxmg06oH6drvtvYtBEPQgB+gB5rHMtes6zs/PCYKAn/70p/0GUL5enp+wlxcXF32lijDHZ2dnfSCO4zj89re/5Ze//CVpmvY+NUn29DyP1WrV++QkZVKA+LE/S7yWNzc3fT2FsMTyfkq/ngAhAUPCugLc399/EtIiYF8Yr2OPJvxBXitMmIBM8Uzudrt+Lb9584bnz5/3oUkiBXZdlziO+Zu/+RsuLy+5uLjAcZz+/fnw4UM/vJDzLQBZjuNQI8/z+oRSOT9N0/S+WwHoMvQQWajIXpfLZe/TFPAu50ukjyKFFpAhr128c2ma9rUlwurLdSB+T5H9HgfRyDqTAdPZ2VkfPjOfz2nbtg/KefPmDU3T9Km6ZVn27JiA5ziO++Tntm1ZrVasVqueSRf291e/+hV//dd/je/7nJ6ecnNz0zOI79+/5/3793z55Zdst1u+/PLL/noXv/dwOKSua7788kvev3/ParXi7OyMtm2Zz+cMBgP+/u//nhcvXnyScCwyernuRRItiozhcAjQp9OKD7brur6fVwCr4zhcXV0xnU5ZLpf9vebs7Kz3KotU/fb2tq8XyvO8H75st1u0PvSbigRYfo4A2fF43Et8r6+v+9RZkSrXdd2vsZcvX/a2BLnPA/09tOu6PjRIPLMPDw/9/WO1WvWJz//Y8UcNLBWKTis8tyFIO+quw3FalO4YhAH7bUE8iHGtoiwrdKvpOkvnQ5ZktI3CT4dsNw3WpgwnA5I0ot5XnF2PKXanbPwdSTogmrQk4wHbek1RbhiOLzC6xZotxX6L5weYrkN5YyIVcnH2JxTFgvnqhmF8Tld7pKOEOi9YFU+cnw7YnJ6zW1Z4voPjuziuwXaa0PO4/snnzOdPhGFKvi/pPIeiKRlPxkwmCevVGq0afBRl2VFnLWW+YXckj/E8jyhJaLXGCQOi4YTWujxuN7RsefV8yvnZgFo3tHtN6DpkkcvEn/Ewr6jqmsALsLScniR4QYIxCUniQ7k/hNKYjiBt6CoHq8D3A9KBj+MPqQqHKm+JkoAvvnzGZvmIyiqyWYDpApZrF2VrHGWxtjn02G1akuHnZKc5z744Z7MLud7GuJ6h0Q5p5vH5Ty/59d/+NY2N0Tjsy4JOa3ThEkbuoVOwOUycivpwU1OuAmtYL1aMXrzA8xXKcdjsF9TNA8vNlu1+TdPW6M4wHE7YFXtiG6K9Gt86WO1gjcJzXZquZbVcYZyQxWKJwsN1LWmSYIyl6TqMbvGcmk53GKXQ5nDjch0XCyj3UKWiOwhCn66rCf0R1cYlHUToJmBfbtnqB2ajE1zXo+tKZsMJb9++Ybm5Y3b9EsdJ8JyEYTpmOV+iPKhtzWA4QBkHx/VwnOjg5bQax4DrBDhKoW1LkoRoUxJHGVdnr1nmvwFPURmHbDSgXYM1FkeFWNXiOh66rbDNmtj3iaIhj6v3aFtTFg5BmJGllyznO0xbsd3tcVSMw4yqvufm7j2ZOgPHw7EGz7Tk63ts8wXbtaJsd6jIsi935NWWSXZF6GdY07FbL8AGlNWSJDOUVYW1AUk6ZLdYYTpDUazwfINLhxMbTqcDqirA91Ju3t1RVQ1xHBE4IwInIZukVN0Sz1O8+eEdoZvQ7BTGlpR1idt67MtDcFapS9wgYTJMePbiBV9//S2vf3LB3fs7zq9+giIkS2Nuv77jd9/co4MLVssN//P/8j/z/Y9/R54viPC4mnzOJt/z9HTPyH3JLo/5sLljeJWxUxqlhqyXK5ymJE0mPNwVzN9/z89f/xKvdLHdIajIjSIcL0YrxSDyUYGD8TV+HNA2AxxnR9Xe09kOnNEhzCjMGIyhc3LcICQbD3n98yva9u1hw2I7HEexL3ZMpylhMOP9uzfo5rCOy7rBD2K6+mM0u2Op2440muE6Qx42K4quJdYew/GYtjtI0PPykSSZsn2a8+au4Or6iv3G4KghwyTFtXustyMdOGx3T0zHQ+bLOzq9wxiNtopOO7jK4jgdjc2xJsBoxb7ck6YnDJIhXRcQhyWb4rt/3g+oP+JDJtiyIZSNp7Aa4nEURvO4Y3E4HPYAYLfb4XkeFxcXPeAUFk82LyL9EtAngFK6MKV+QzyZr1+/ZrPZ8OHDh56JGY1GfdrhyckJ5+fnfTqqbJzFv/eLX/yiDz7Z7XZINcd0OmU2m/W+TWFf2rZlt9v1vkL5bJV0UOmntNYyn8/Z7XY8e/aM09PTfiMsUrWTk5P+fAnLdiw/k6AROYcCbOGwkR0MBr3fTzxWX331FY+Pjz2zIKyovAYJpjHGcHp6ShRF/OIXv2C9XnN5edmzkoPBgJ/85Cf81//6X6mqiiRJ+s3msYxR2BPxTwpAXiwWDIfD/pxvNhvev3/PcrlkvV733lRhlnzf7725AoLEfyeslqSdep73icxTwlhkcyzgUXyMslmWr5NAIKnHECZJqjkkXGU0GvH27ds+BVMsI4PBoK9xkK87rhQRMCTPVa4feT/jOOb58+fc3d31bPlkMumvKQFzIseVgYLv+3z48KFnneI4ZjQasVqtUEqx3W57H3HTNLx9+7YHaEDv5RPWS1hm+bPIY621fcKyVGIIMzoYDNhsNj3YFyZfhiLC7L1///4TH7RcF5Ly+t133xFFEVVV9XU24ikEetXD6ekpr1694u///u95/fo1Dw8PfeBSlmXc3NzwzTffEMcxy+WS//gf/yO/+c1vekbw7OyMPM/7wdZut2M+n/epqXEc972e4h1cLBb82Z/9WQ/8j4dPQB/gJNeh/Hmz2fTJsjIomU6n/fsyHo/56U9/2g+KjqXek8mkrzUShliA6rGiQYC67/vc399TFAVpmjKdTntZrgQqSR/q9fU1u90O3/f775VrQMKehGU+DgWT4ZCoOeSxJchLZOW3t7f/5OfHHzWwRIEBlN+xKx8gqGm1pikqQs8jCmOKoiQNRyjiw0Y/9MnSMZ2Bpm4+enhagshBuS7gkg1iVu6eKI5RQ0MSBeBqAi+k1S4QUhSGwIWy3KHQaFOQDELWu3vS+IQoOmO+uKNp9zjWZxAmlHlL5dQkXs3pdMB9NsZWCwKlcL2Dj0U3FdN4QNcVZGlAGPhkcUJR5eTVBtwKy44sg9Z4PHvxkpvvluRVwW6zZrlc9nKVruso8wJtwLVA2FAayzrf0Jo9i7nD5dkZ1b5lt2lJowBMcZDUOS27/QYaTeAbArfj+fUL3r1b4DgNwxE4rofvhVRtjfEiNkFA01qKskS3hwRLpRourqbU+oE4g3X7SLleoFwP34G6bhnPpAS2Yb+vGI1d/vT/csnvv/2elz+75P5+S1N0ROmUDx/mLIs3fPbVkHio0EBe1QfQVZUfw3A0dVOT7zuU62Cti2ccosincBqsNXh+QKs1Rd2x2nxgvVhRVWU/rdnvcxQuddVi04/R5Xg4CnA8Oq159+EOb6DQ7SEMxyrp/fHZbHacZh3G1Bjj0SoXhYvF0uoOPnoxjLVAiqMUeb4jjSb4ZHy4+YEXL7/AtBGO2/Lddz/wxcsviVKXpsgZDiK2hcN6UzIdv6CtDMW2Yr/f8v7hhigGP7jG1wGuG3xkGz2savF99+PPPnScat0ewlBUQByO8UqFNZq2chkkp9R1hMpdrAXleDiOh+00bVsT+DWPq+9Ybt+SZme0XcRqsaXd3XF1/pp812K0om4NcXSJH+6Yr+7wBgGxO8Z1PDzH0FQrduuCafaKfPsjna0IE48uP7CaZXVgMurKkCQxXbPkw+0jQRCx3y+Jo5j1aoc1Hq5XMJ4G7PcLynXBL3/2K9bzPSp2eHz4niANeXy7xPnMIwlaluUDj6sFz549Y71q2G6WDJKMptTEYUhTNGjj0eqOm/tbxtMzXv3sCjeoGY8Slustwwk8PL4BDG3TUJUem9bQtBvuvp9z8Srm/CKhaRaMRhPaoiR1U9brnBzFDz8siAYvKLoFyqswpiLKQm7v50wmM5zQY/wn5zRldUi7jFIMa4pdQzxMCD0fJ3AO1T5eSpE3jLMppZqjnRbb5XTao6oUYZQQD0JsMEIFAdloSOzHlIWLH6W4To0CvMClLBpCP2A2esHj/B4TKrAOaZTSVBVpOMR1LW3R4Xpw+/QtDQrHH+B5Yxw6trsNbdkShjFu3BJlDU4M23xOFE7wvRGjOMNTaz7Mf0eYhITBCUW+Jgoi4sTHAtvdI0mWEUUxq73CDSyN2TCenNA2IY6doNsEdMQgdHHdp3+mD6Z/OYdSiuVy2TNf0p8moEM2GwLaJBjiOPHx2Ms9Go36ygLxIQK9H0/AnDBL8thJkvD4+NinHN7e3vagcDab9aEikvo6Ho97hiwIAiaTSV87IMynBOsIoJXEV/GRvX79mjdv3rDf71mtVr1XUECf+KIEAMrGe7fbEUURz549631UIm8Uedx6vf7ED/j69Wt++9vf9uySeNNEViiPL+E+Inu9vLxku90ShmHvXxSA0rYtZ2dnn3RZhmHIr371K37zm9/w2Wef8eHDB6qq4vnz59ze3vL4+MiLFy96qaAAHPn9OKTk2GcVxzG73a73iQr7JcErEmoiycFKqZ55FZ+hgLK2bXn37l3PUAqTJM9hvV73oF3WmHyNsM7yHI6HCsJcv3nzhp/85Cf99/32t7/l5z//ed8lmmVZn2R6dXX1SWLqDz/8QBiG/TBAnvdxKvAxuBVpogxFZLMuAFuqN/6h71cqbd6/f8/9/T3T6RSg99A+e/as9xAKSL2/v++Z5+OwIGEzZ7NZv84FSB8nOrdt23uC7+7ueillkiR9tYxSivF4zHK5ZLvd8stf/rIPPXrz5g1RFPWdh8JY3t/f8/r1a7bbLe/evesHFMLeiyfz5uaG09NTvvrqq16GKb7Rt2/fAn9ISZbhhoDO09PTfjgkgUHb7RZrLT/88AMnJyf9tXcMjr744guUUpyfn/dDjiRJgAODJ1JlqTw6lqoKW3wsoxepqHhZxRNqjOkVDsJyi1RYApKOB01lWfY/e7PZ4DgOb9++7YGx3HfX63U/BJL7hNw75TnIuhcJuPioj2tjbm5uGA6H/X1Whg+z2YzJZNIz1I7jkGUZs9nsn/zc+OMGlliUMhij8f0A64aslkuGYUK+b4izjEY3lGVOmg4Bl6bNsRa61iEMI8IQXB+q8pGicBjEKZEzQbcWh8NU0lUKNzwkXm3LHaEXErhD2rYAC2HcEUQaYxsCP6DVW/LyN4xGIfvdCGMVu+Yd4/EriocSY0scLyGKAuooxTaH1FDHVZydzuh0R9WAF/jsd1sGyZjpOAVTolRH3iyJowjV+LTdnqtnMx5+WFKWFV13iK+WDzxtDjf4OIpRjsGYHMfJmYxS7h6XjEcbssGYttrgRBacmofVG/AteB3b/Yos9PFtx7PLM+7uXIJQs9ltubwaMxiEOE7M6sFDn2YsHyqenhbotgRlSTOP559ljE8MrorIy4JtXjCcjEBZZsmMrtUoXHw/Rqma+8cf8SOfyYlhvv49yTAgSTx8NyGIB2g7J0kj9vkC5SaMhmcf/aSWps0JAgfXA8vhcV03Ikky2lV7qDGpa2ze0rKnLGvyfUPXQlMdKlZcFVKVLdp02EJjwgNj5zrgWB/leCg86qql0CWbzY5hNsR1PLabHePRmLIuMdZg7Me0O9PhOQ7Ox0mq7jo6OlwVEqQeyjk83ywd4jsJHj7b1ZbWNESJoqw21HXBYvmAMg7b/ZpBFtI0BdkgY98eioQ7U6IUbHc7ZhEfb4qHn+t6B/COshjT0ekasJRVQVHsaEcp290Kz3MI45SyczFdgssAYz1cT+FbD+s4hGFAaS273QZrcpJhgOt4hH7GLl+hVM3j01vq2mGQTmk76LqDbM3qhqLckkTDg6xWgbEOi+WCL372jNtVwGY7x49cIm+C5/p0HX2S5Ha7ozWWpoaiWON6ml2+oShq2iqhaWo81ycOh0Shx7v332KNS+JOcD3L49MT6WCApuXth3dYo1k8FCwf1+RVh3UD7paPDIOEvKzAaNrSUDcWoyLOk/TANLd7hoOIKH6JtitanXN28gqvGfF3/9tbwpnH7GRINs6omyVhPGW1uSEeFLRdxfzDhqAb8N37GxpbovMOE644uYpIMosJGv7HV1cUuxWeCijyOVnyDF1ZkjQlDMLDQGm3I29BK5+JOufE9ZmMI6r2e4zTobXFd3wGgxF50KI7FzcIiUMXL05J4gGojsnkin15RzoYUpQlprOoIETrAE2A47UU5ZLpJMR1Awbp5JCGTUecdNTNimEWsS8s08lLhoMz7u5/JEgK4mTIOH2N41m2uxpfKZJwBDqm0zDfPZHGPqdnM+puh6Nc0njIdr9ns1mRDgYoLHW9YzgKOY2e0+gFVbNhs51zdfGX3N4+ESaa1fyRtmuIs/Sf88PpX8RxHCgj/jZhFSUMQoq8xVcnmx/xkW02m15OKaylbDxlIy7+QZHKCbhMkuSTfsKiKHqAKCzVfD7n4uKCzWbTd84J+ydsm+u6XF5e9ptBqWkYjUacnJz0zJFspAVIP3/+vJdyis+u/2z9CJ7EByegRjbE79+/7+syZJP/4cOHnmWQRE6Ay8tLvvnmm74r8PLysmeEJYl3tVr1nXXGGAaDAZeXlz1DJSyNgJCzs7MetIVhiFKqr3IR5icIAgaDQc/IyKZ5vV4zHA77cnYB/MfdjLJBzrKsHyxIMIt4+8STKu+DyAdFPnt6etp7vESOePC+1314iQwBpC5BJL7HstnjoB4B3RKiI2zicWCdhPJIIbz44oD+tcuabduW9+/f97649XrdS44FNAogBD4JFBJ2Tnx0x72X8pqBnp08vh7kOQpoOGak7u7uaNu2Zz1l3YsEUq4/Obfb7ZaLiwvevXvHcrnsrw9Zl/LZKv5Cqd0R1ni/3/evR1iwIAh4+/Zt7w10HIeHh4cDQaI133zzDcYYFosF8/m8H/QsFgvSNO0HMyK5FcZdriW5XwiIfPHiBZ7n8Td/8zdkWdan4e73e2azWV9jI52Rvu/z448/9qy2rDcBU3/5l3/ZB0Pled6H3kiYTV3X7Ha7XjaqlOqvF/Euyv1RZOMiUfd9nyRJ+uoU6YCUgZysWVkDaZqy2Wz6YcVxcqskZQv7K9f8/f19z6ZLErWsMbm3CviMoqj3C8t5lmAtCQ8TBcT19XV/n10ul7x8+ZLHx8d+XR7f8/6x448cWCra1hKriGKvcSKXwBtSly3jYYYxEAYR1d4yfzxIPUzX4joRg2RA3RRUdY7jGrRuifyM3WZF63h41iP0Qqy2B9CnDiZ/q2qyeEjXwNn5Fbf3N2SxD2pP4IfUVUfgO1TVhtAfEkcBfuRRtxvKZkGUGvJyQaiGBzkmLtoowFKUe9LUZ7VaE0YOVV2S7wtWix1xqIjjgMEw4+7+lqppCdyQ9d13hMywNsZxPK6vrz4xGldVhVEa3wsATRh3XKYpcZyw9GJqbfGrmq5tOb0cEcaK3aqmLjWbcsdydSi/7ei4Op/y7PmQpr3jJ9fnGNPS6RJTGDw1YZgNuHr+nMZo1o8f8JTHyWnK7GRIGCmGwylhMWC1XZNXNaiOLB3h+we6f7/bUlUFrekoGkvTHbxVTdsQugmDoYvnDzGmpar3aGCxqEniIZ4f0NUl2homkwlt09E1FWWlMZ1DUdcoDh14nudj9EFKWDctWAesx2AwZbfdURQdWhvKsuE0m9J2hshRaKMP+lUOtR2+H7HZL/C8EKVclPLQGpTyCEIPpZxD3YvjUVU1XVv2K9f1XLAWHBffdw6hQXXB1JtyeXqJdR7pjMW2isALadiTl1vapqCtWjrbUpc1p6dX/O73v+XPfvWXfPu7XzMcx4cJl9dRUREGpv/wtRy62JRj6LSl61pQBhdYb5acnU0ZjQbcr2r2xY7tzsPB4fnsinzr4igH+EM4Ql7koCzKMzi1ZZwmmNYyjA/JxoaSOEmo6x2bzY6rz66YdCl3NznhMMR1PfB96rYGddiQesTMkmu2i0e0Y4lGI7bbgvF4ynq97v0aRVWy2uwZZAGu41A3JdaC54bsqob9rqXMV5yOJ7RNSxxHfPhwmPhtdjuMAzxpqrygyHOa2qMrKta7irzQOE5I+mxCqUsC17BvN0TJAGUV2jQU5Z6z85hvf/+GaHhCMggxHDpqTVcwepby2ZWioePqNEXVPnle8LTYkQ4P8efjwYz19p502nKaRSyLmr12eH835/IZGKUpjYtRLh8enri++px6U+OoGD8IiZMYu9mz2+UMowGNhjTzOZkp5ovvMP6WMLIUVYVp1wRliusOMdpircLzIlwVk8ZjOvsOx7Fk2Ql5sWWYnZLnFXWnUcpQtRrjBkwmM8LQo+0KojhB2YCyqEhjy6bdEHmnTC7HdJ2DwqXtWqytGQ/OcZwzXGu4PE1RtmWx2vD82Tnzhw0n4xlG17Sti+tFtE2B5xjgsIFcrbaEYUbXlWx3C+J0hut6+IFDV+25n3/DrtzgRC7GA2tctP2nu7b+9finD5n8ywYzjuM+jVJCMKSXUDYnvu/3ZeQCNOVxJAREJuvHVQ2TyQRjTL+Rf/bsWR/YIrIw2dBIjYh4n8SbGAQB2+22734TQAH0/y7yWAnpmM/nfdKtlNjLz/n+++97ZtV1XZ49e/ZJsqNIBSX8RPxnx12RwqSenJz051LCiERWKCzrs2fPWK/XfPXVV32tiUiAR6MRL1686KsepGJEvK4S1iPhMyJTFCZYwNMn+4KPgEIYuOO+yq7reh+aPIa8DgHQ8rtUFgjYkr8TsCLP/zhVUwJljqWqwtgA/XslskPZJB+HJYm3URgsOYQZkk2/yP1EjiqvXVhhWQsCAoXFe/bsGb/+9a/5N//m3/C3f/u3TCaTvoaiKIo+RVjeIwluEqAna1tAQZqmPD09ked5f84+//zzfohynCwr/mNhQgXgH/c2ynp6enri888/ZzqdcnNz07OVIqOU91VYwPV6Tdd1Pcg5rrFo20On6mKx6OtAhBkVmWie5zRNw+npaT+kefPmDW3b9r7YDx8+9D2q4ikVUCLDCHlu4sUVlr0sS4bDIX//93/PdDrtU2xloDKdTnuf7dXVFXCozbi9vSWOY96/f890OuX29ra/NtbrQxr8zc0NQC+FBri5ueGLL77oQZewepJkLMOMwWDAcDjsQb14IYui6H2vMtQQObiEagEMh8PeDynnWjydjuNwdnbW2wwEqB8PerIs4/z8vB/qSELwaDTqGcXr6+s+JOr6+pr1et2vU5Fci+wWDkOQ+XxOmqZ9UJPcP+W53N/fM5/PP+nU/f90/FEDS2tBEeFYH9edsNneE/o+URjRNIYkijGOQ1u1BN6Y/Uaj3AjdelhXsdtWNG2FpWO1XDOINZ46bFRdPFzHw7guRncYo9ltt7hK4bsO09mYuikZjDOW61tGmYfve4fvdUIm2YyubXFThRcFNLsE11VkWcpysUd3NVHk4XkBxmlo2xpjNJvtCseJiKOEqmpYLnfo1hKduOT7mpsP9zhezNN8xfXFEItLWa/JgozxeIJjun4KI2ZdJwhBKZq2ZHYZE6Uz2q5mu+9Y7bYkviFJHXbFjvF4RqcbHGfIw3zNfPWI6iybtiR+MSaIauKBBZWjHA+XEGM6HFzCMCLN4OLZKcNE4RiXKHaI44QoDOk6j8FgRlmH+Komr5Z0usQag+Mqui7H2BqLYr8vaVswNqJpG7TbUOZP+F5MXuxwvZYwctDax3Vj6rIhjBK26y133ZLBYMhu27LPa8bjDM8NaezhgjDG0jUdlW2xSmHNYUBRV8VHYKgwxkHh09QGJ/YxxmJti3JDtLZ0rWa1WlO0h4s7DhP2u5wgCNlud8wGE7CWtmvwwhDf91Bdg+5atDFoDU4QYh0fz3eI4oC2rQGD1Q26y3E8l6rKSQYprqv48OEdWZqimwajNGEa4ziG5WrBbrtDqYNXptMa3ZZkTof2NNaChf6m4AcAFmM1xjRoY2nbAK0/AqOPVRxRomi6Q6VKVTrUdYs2Gs89yGKDMGS/72irw8R1EIRMBhMeHr+jtT7j8QBjSja7JVXTsMtdXE/jKBfPS3GdGKMOz0+bg2+mKS2n2ed88+7XB08lLZF3+ECWypQ0Tdjla6xxMNqjqSz5DpJkwHbVMhqNGY1i6qrh7u6RJD7c8PN9w2K+pahK8Bw264P6oCoctmUN1lDX0FUOJ9MJRd2Baigp8GLA7RhlEZXeo7uED++e2K53vLuf8/zZS2YnFweQWi4YX7ugHBrbkaWwfV/QtXByOsVyAPTbaoczcvHQGNUQBB5D75Sb756IBxVO4LDZ75mmV4RByM3NkqEXMvYTwrAlG2Scnzv4uzVuoJjOLpmdxuyL3+H6Cm0H1M2GptEUu5zTwMUaUI7GcQw4hw/YMPLZt7eozjAazQjjEVobsjShWs1JRhHBwODkLZvlnPE0JAwjPBdWi9VhOBcqlNvQ6IZIu1T5hqreorw9g+EIbS0qrNhttgyiCKthMprStRB4I2L/HOsaHtdzRrMI03XMFzeMJ9Aan/2uZZBEWKs/9mQa4jREuSF+1NG1b2k7n31uGKRjAi+jrqt//MPjX49/8hAvkGzs5/N5v1ESNkE20cfTepE2CkspHXGj0aif0As4OA4fEc+Y67pcXFxQliXj8bjf9Eh9g+/7PbiJ47hnJX3f73stZdMt3kwBQBKeImzUYrFAa30YRH6UX0rC7Pn5OfAHf5GAaQmwkc9WkVpWVdXLTiX8Y71e9/43YXkF7Dw8PPQgpSzL3rMnwAHoN/LC3GZZxvX1dd+tKYBQkjqlC1GktvK6gR4QW2v7zT7Q+x5lEy7yYtnMCzDzfZ/1es2HDx/6AKU8zzk9Pe2/Bv7QRykyV2EQpV/vGCAKSyXyRJEMNk3TVyJYa3uZrQwOZAghcr4gCAD61y5eMpEwisxTKkkE0IgfUEJ8JKVUvJEA8/m8l+7u9/t+Pf3DDbb8v/hN5WeJDPe4GkVSaiXYRsDUsadW0lSPH1PSceXPbduyWCx6IChsr/QlivRTBstaa2azGb///e9xXbcHRNJpCpBlGev1ur8HyHMbDAZ9vYX0it7c3PQBM8c1Fo7jsF6ve9avKAqUUv1zkM7VY7ZZQsJknd7c3LBer7m9veXly5ecn5/3wxEBlpIwLInQr1+/7lOChbUF+vMqMt3hcNj7qs/Oznpf7WQy4eTkhCRJes+0XO/n5+ecnJz0iaoCIqUz9/r6umesZZgia1qu89Fo1PuyB4NBzxwLiLy/v/+kPkTCscQTLAC1KIp+OHLMbMprFrApfnj5u9Vq1f/8x8fHvj9Y1oFSqvfSihxfZLV1XbNerxmPxz3b/E8df9TAUgGRZ3BRxN6AAg+vPVRqRLFHVxiqtsV1M5quwfVd9vuOslSUZcF2v6Io16SDkCgaslrtGKUpkzCGDjzl0KGw1uD7Cs/VuJGh1ive3835xZ98xeN8T+RG6NolTGdoXbLbV4SxRrktTZsTKlCdy77Myfc7tquGkBLMCNdzsabCtB37bUsQuhTFmve3N3QtPD3WRGHEet/iuiGbzaGvsW07smRGUzW0xT3BLCNMRng64OTkUPhcljVV3WJbhybYkA4U6+0tYy/AIWY2HvHu7ROahmwWs6+3dDSowBL6EevVE79/+3su/scT0tDDdTTa1JTlliT2sS1kcUiSDVkUHsp6pFFIEyuCSYYyAY57CPzYFTnDBAJnwCjOKDvL8GxMWT1ibcDicU8cD9jWOUGgcXQH2qesG5Tr0XYdnvvRn6g86kaz3TW0jaZpFtRVi+c7aGOpa/vx731G4wmg6KgxSrMvSqIopdzXbJsGYoe2behay35fMhhEtG1DUXRgwPEVpjNUdYnViiCIsb5DmRcM0pi28nl6aHBVy2AYUNUHf1pXlKi2xRro3BpjDQ4++6KgqgqiOCQAIgO2LQjdFtNtaeo5m+0H6qqi5ZDIdvP+A5ZDuuy+aBgNM6Cj3s0/SmscVssVT4sNrd5jlGazKRlcVwzDGtexOA5oA8r3wXfpHAfrGpSxWNOB6XBMh2s0eZFTmIbx+JRq6eEbH9Pusbakaw04CqsnrFYB1tuRBROaxuA6EY/LHY/LjrOTEWEwZbm+IRsdfK6ONaSx4WSmcE2LYyy2KXF0Q9cpHm/f8Pr5JcPRGRfTa+7W36G9glp3zOc3jEYTdGt4d79kMpuwXLWYNkSZkNg9YzVfEMcZWIfN+qNvpCvJi8OAIU1GWOWDDmjKjjAI2O8ryrzDCz2aRn8M2XBZLBcEJiQbKQJX4UUpvhcSRhWPTzV//53hbOqTpGNKfUeePxGFLeeXUwqnxoQus+yUNEmoNg0R4Lsxloq2c8iGGZtdwWCQEsc+N2/foE2I63v4bsT8gwu+pqhznpKGyWTMcv2EM/QZDK5xozHDCZTmkXHgoFXLyWiKj8Z1AiajCR8+5LiDiNk4ZuwlVE8+1mhQH1MUjYPjfZz81wGbYoNyKqpyzyhNidIhfg6b7T3xIOHkJMNTWzabe4pAEcUB0TBk+7ilbhOC0KCahvViy/gkxZrgwByvOjq9wZu+w4sU8Sjg+29uSJOE9eaOeh/iKY/z05ecTJ+xyX8kTCKUk7Le1hgLyq2pO0tVgeNOWCy2nLopQeRS1gtcTzEaXnD3cMPp+DmT6U94XH77z/jp9Md9HJe8i2ROQIBsJiUxUjbqx/1vUoGQpmnv0RoOh72ESiRr8mdhZ4qi4LvvvuPP//zPe08Q0G9sJcxHwkhkU7XZbPpfx5UfIgWVVNr9fs+PP/7Yp9YK6JNydwENUmtQFEXPYMBBXnp/f99vKAX4DQYD7u/v+37K6XTKu3fvPgmrka8V9va3v/0t//7f//veZyqAXDZ/s9mMOD4oUKQfMoqivrZEfm02mz6FU/rvpIsR6JnH7XbbJ6XCwa927AOU5ydeTgFZkj4pwADog4CA3qu32+36sJTtdtsH3Wite7+aJKGKl1SYI3kfZaM7GAz69E4ZaAh4lYGFeCqFMSyKog+4OQa1cm6FfREQ53ke796968+HyCFl0CHM8+PjI/P5vN/Mr1YrZrNZ/3PlujiWxsqQRICdvD5hBi8vL3tpqPgeheEV6aMwlCJzfXp6YrlccnFxwWAw6GtS5LVGUcRoNOr/X4YGXddxd3fX9xReX19zc3PTg/3379/3w5off/yRs7OzHgTL2l6tVn0wlACYY+/pcc2JeBXzPO8DeeQeEUUR8/mcJEn6xzsGV3JdTCaTPtVVBjTX19cAvbdYBhzyGOJXnUwmPVMXhiHffvttf58Rqbnca+bzeS+jdRyn7+W9uLjo/ZCy1sVTLMmsx/J6Wedy7uUeKutBAKqs7TRN8X2f5XLJYDDoGenHx8dejSH3JgF4cu6ll1bUD/K6hYF/+/Ztz7jKtS3qhuVy2a/rojhUrh2DZHlO8jVyHc9mM96+fctnn33GbDbj8fHxn/z8+KMGlo5ShIGlqWqizqUuWhwnoDUatEPbNezzitoY2q7E9110d4hIVjgopyOIEtqmYzzK0O1BztLWFt8NMVrTtRowYA/Tgbx7wFGHQJ/F8j1h4NIEMB4OCQMfRx3ir+u2xFOWIIjQrcW0CscJeXx4QFc+fuRgtT1M8h1wCMi3ig/7J7AVxb5ht22oCst+lx+6FROX9fpQ41GUHe/fFzRFxfksRCmYr1ZQHaKnq7rF8QKavKazDVEYEwxgfBKDaVivNwzSMcNBSJwm3M0fmV0OCBOHy2cznt7n+HFCaRy+fvM7JmcxdmPwfUurPawGz3EJfJeiNijlkCQRTQWBG2B8AyYAx8H56Hd88+P3TCZb4nTIer3Bbgyt2bJeV4yyc7RRBGFE6DcM0pBicfCMYiyO5xyYPttSfJw0dh1EcUy+K2lqA5UlCB2U8ri7XxIGMVF6kKHGysUPPPwgwmhL4IVUK42DZbVeEvgjxqMxyjHU9Z627Qi8gNAPuL+752I4xVPB4bngUFcVTduQpAnTk4Qw9HB9g0VhtaKrG9q6xnMduqYGxyPfFbx9c8PJyZiyKMAarKu5vf9AOhjhBzHbfMFidU/Z1nihYrc/+EC1OZTcdlrxtNhyMhtSFjlFVJIXO/7m1/8vPDeg0yVxEtA2LsvVhrNhi1IG5QAoHOVglYNB4bjuR2lvh8LSVCW67WjaltY5eBiH8QlN3mB0Racr2roD5ZAEZ7x68ecs89+wuN9ycfYczwt4f/M9k8mU7S6nLCyDUYAxhwAK3/EJAzidjYibhNXbJ5ZPc5Tjo9yI+w8FN+8u+OKrSybZhPePDZv2w4EldQxa++z2Jbqref/+Hc+evWC/qyiLDscJ0U3Aw3pB9NFfMJ3EOG5I07ZUVcdq/USnLb4bUxcFpqsxh+WFpxW66cAqojikbhuUY3AchR84pIOUz65f8Xj3NUEwZFdUFOU91yenvH71Mx6fbqiqHbfvGyrd0EYlerXii1efkyQx7hSqvKKsYTq9oigLLk5HrLZPBLHCH4SYxmU0GlCVit/87YLx6YCbuwcuXpzhBgFN09HaPbXJid0z/GhEmjVEKsHxFdPJNR9uvyUe+DRtgOkGVLs5yrZMwzN2RYPpGpTngD1IVbEKayzV3ieOLilySxJOwRh2+w11U2Cp2ecNjnLw1IS82xEmijwv8IKO2mxJHUVHgbIB1oGbD/fUeUTgDxmlJyzyG/a7NaDY71tmp8+J3CH3Hx6Zzga0ds4qL6jNjs5s2C6ecFzNZp333txoEJJmPm/e/EiSpvz+dzf87E+eY4wDumM01JyZS8qipczfEUXDf86Ppz/q49gPJ79L8qR44CTNURgY8VPJtF7SDY/TU4VdlGRP2fhMJpM+BERAmkzuRUYqLKekTIpMVeSUt7e3PZCTzbxs7oShPN4MV1XVS3bFOyry0IeHB6qqYjweA4cewa7r+rJ1qevouq73ZAnjJQE/soG8v79nNpsRRRHX19c8PDz0Ur4ffvih74o7lj7Ka5eaAJEOHstGRZ7oOA6/+93vOD8/J8syFotFH7IjCZACPGSDKv2iQP9+yLmV53acCitf57ou9/f3RFFElmV9P6kwQvLcZd3M5/NeZgz0/YASKnJ7e8tsNutZOWESJWFTGFE5PwKY5DFE1rfb7Xjz5g2z2axnU7qu482bNz3jXdc1j4+PvRxT/HPGmH7NPD099X2V0mn6X/7Lf+kHIfIaF4sFz58//+R6kV/wadUJ0AcuCYss/khJPxYZrgTJ/Omf/ik3Nzc8Pj7y/PlzwjDk66+/7r16cn4EIIv0UtbA4+Mj9/f3fYXJjz/+yMXFBVdXV/1aur+/74cJ0pHYti0//PADr1696hlCkRbf3d319TDHrJ2sM/FBCxt5XPUi4Of4PQN6Wezr16/58ccf+wGPJBb/7Gc/4/379+z3e968edMPJZ6envjZz37GYDDoQVZRFH2Iz7Nnz/ruT1E1zGYzmqbhm2++YTKZ8O7dO66vr/u1Ib+kmmU0GpFlGVIZ8sMPP/TXpdgAmqbpZbdyHxSADfTrVeS0Aqbl+XbdQWEoA6fNZkMYhv2QrqqqfgAjw4vlcknbtqRpyunpKY+Pjz0AFOVEGIZ9r6lI76XiRhjq9XrdDy3SNGU8HvP111+TZRm/+c1v+OUvf4nU1cRx3IeRPTw8/Mv2WBqj6bQG4/L2zS23T4+MBxM81wNVUlUljhewK9a0bYPnH/rnmqZD6xarWjInIElcPFcxnYzYLFdYVdDU0HX1IUHU89FdjeuE1FXNy1fn5Pn2UIHRVYSJw9P6ljgK6VrF/Omgj4/igCR2scalLDqqumK9rOnKjuGVgzYVrTG02kW3LvkaHvY5Ru3xvIB837Hf1fheiMXFdyM8x6FuS6yxbNYloeuz29YUiSYIMm5u3/D4+EgYhChHgecxOcl4/vk5jbegNSWDKKJt57Sty/XzjLouGQ5HBJ5HWeZYrfjJT69ZrwoGscdG3/Pwbs+rn32Bg4uuFcpLiNMBdWtpGk3d5IwGNVHs4G1SPBdwDyE3Vnd0jYu1GXm9pfO2uOEAxYx811I3DWVTUayfDuFFlWK1XtE0hslwwnK1pjEcHpPDxNT1HKqqoOsOaaZt2+K4LloDVtO1FmzLdpNjtEUby8CdkO9zTocxUeBzbk64294yHo5YLnZ42YgkSnDdgLPTiMV8wXa7ZcDBL+m4Dp7vYB17aLU0oJTD2UVI25ZYLMYotHbprKEoS+LAQ3kOjTlITC9OZyirca3FM5bOsVilqLsW6yi2+Z7G1JRNhatclOOTpmPqumK3LfvN1GrRHCTd+iCLcD2fstyDBdfrwDoURYUFrD0MRxzHwaqDnxdtcF0DqsUJzCGMRncMh2P0e0VroTKWs/GAzeMa23ropqNtapQTst+UBJMA3xkRpT4an+1mzzTLCB3Ftjm8LqyHtT6+Fx2ktErTFhplDlUexrQYrWmqhmw4o6rzQ2erP+Dq4jnaranqnOV8QVkWtM0hjKZtFG9+vAPrMBiM2e9ydKcOHsF9juc5vH1zh+cfpEhda2jqDmMA62JNgLIermNJEktdGVwnJAwiulYzGkXgGsaDkOurCaN0iovh7OyCL7/4gtXmgfWuYLl+pGtDhoNTPN/QdQrdOOzqPWmc8N23H3j14iVhOKbcLZmMJx89vC5FXoEJWS1WWOvQtZqH+yei8Iw4tjw8LPjpl7+i6jS29jmdBDi2xXQlTdti8fDDjChwwAWCiMoYbm+ecN6vuTr/ij//8/8rt3d/y7Y4pBp3usZRPq7vfdz0aDpTUbcrknjKZp1jEh8nUXQqp21LWlsTJj6trtEmou4a9L6krnzCIGW16nCcHY5qMPU9gdMQREOGgxP+H//3vyIKMn7+y8/YbQtCP2O5K4mf+RCPmIxT6m5FElueNu/Y52uy7DA08lB0XQM2IvASNts9QQSuZ7HWQ3cu797ec3LmEwcOeEs85znKsXj+lnx7+s/xsfQv4hDA5rouP/74I2/evOllWqvVqgd3AjzE7yYsiTBScRz34RWLxaIHMccBKyIPraqqrxIReanI12QTLQEdIt2Sr5PNk9aai4uL/0OXX1EU/Ub62Bsl7KcwBCJ7lCANSdSM45gffvihD8wQoDP+f7P3Zz+2bOt1J/ab0TerX9ln7n6fvrm8LFISqVKxZAEEbMBVD2VYj7ZhoF7sgh9d8F9Qr+UXA/Vi2IABw6oHW5BLJZUJyZJF6oq8JC9vc/rd5N7Z5+pX9DFj+iHyi5ub1mWhLF2KFCqAgzznZLPWipgR8xvfGN8YoxGPHz/umANhZ/M85+joqJO5+r7fsSsfffRRx+AuFgvOzs74+OOPO+DsOE7bRLyTXSZJwt7eXjdTeh9Yws8jNdbr9TsmKCKzTNOU6+trDg4OOgaoKArG43EHMOX6AZ1MU0CHzMWKTLWua4qi6MCEBK+LNDYMQ/b29ri6umI4HHbzYTKDeXBwwO3tLavV6p2YDXkP0piQdSPur8IIyRyovFdh1yRMXsCdME4CjO/LTsUoR1gxYVtlPk0iT2T+UV5PWCv57z/tSnv/dUXyK6ywzLrJe9jf3+8cl2UOUeJ7BGhIXuB8Pu/uvzRN35lRFtmsSI5lrlPOS5ZlHYgVZ95Hjx7RNA1JknB1dUWSJB2DqbXmxYsXQDsXuFqtaJrWu0Kidl69etXN68n9LJ/7T8/B3o/bEXMcaGW3h4eHXWTQ0dERx8fHXF9fc3Fxwc1N6+o9mUzeMUeSjMcvvviC999/n36/3zmYCqiV+eXZbNbdIyLj7vV63Nzc8Nlnn3X3i0jfpWl0f2ZY1A9i4nR6esqzZ8/43ve+x+npaffMkEbNfXm3zKzKvSYKDrlWkicqbLwoQaRhtVwu35kVj+O4M+L5B//gHxBFEZ9//nm3fpfLZRdJNJ1O32nwiIJEmHYBwvJ7Yhwk6/rFixdMp9N35j7lkPf7i46/1MAS2pvYJqAuPNJEUWYLHMcFrDaCok4pdIWuwbYtQNOYCtux7jpfbfTEbH5L4DvoymAH7bybMTXGNJjGBmNTFWCMzWq1wbJgu0nYphvCsEdZabTJyFLDNoG6qOj1bFI3RVGzmOeUZYPRIVlSURaaoszI6xSlDEVe46fgqyEX8wWDQYitQlzHJk0yXHfI7CahqmqMgUZDnhcYq2HcCzEGbNcHzyMaDalrjeO6DIc9+hOfB0/2OF+uSLKKgRMR9zzink1eLPH8kMgfU5oNTVOSJLfoIuXpe0esNq+Je0OyazBmiN3EWNpHlwGF61JWGVlaEPYicv0G7DG25WJZDgoPhSHwYjAwmcbcLL7D64UsVhmrxSWOX9MfjgkCG+XANtVUuWK1aSNEXOVwtHvCNk9Zb1a4rnU3Y9J2UIuixHMcXM+j0Ya6amisBrDwvRBLedS6xvUiTOWwWiSkw5xxHBJ4Xlu8VhW9Xju/VZbt7zamZjgcYGWakR1h7mY3jKmoao0TBDiOR1bkeEFNEHrUtUZhUTbgOi55XeHZGls11EVJkafURYrdNFRlDqGP6kXUrk1dbPBszdnbF9yubgkih6wocFyHPKupSk1VNmTpts1fW67wnTuLfqfBdTVNY8jziqouUTh4tqEsckovBxVgexaNaaAB24K6TGn0hsA3KNU+CqaTXTA2daUoS7hOZ2xvUny7B5aLqWt0WbG83TAJbNYbzdHRc3zX4/ryLbZnUep24y6LhijcYbud49oxb85eYjk2vuVT1DPqqsGgqWuotSLNNpydveXps0eMB494e/MK5dTYriGMfJRxyVODY7tUZcrZ2UV7nf1Fy7oVDVVlqOoKx7ZRlkXcDymrmrpq0A3Upcb3HKpSsVpume4MaEzOapnjuh692MXzbGrdsuauKmnKDdF4zHg04M3FnBff/JTnz/cJ/AFpX3F7scLyGoptiu/s8mvf/+u8vv0J6XaDH7tsblboKMD3XYoiIwgDojjg5voK23bJdIkbWhRlgWtbXF3OiIIp/dEAGpthP+D4cEovqrg+f4lreaBcsG0838bYCsezMSrn4EFEb9rDsQNefvcF/s88TFMyjSJc1wavptKKRtOy2KrBkBP01mRlzsHRI9aLazZpSqm3DCYjbmdbULDNrtGVx2IzY7ITY7lwfTsny0Omkx6uHYFnkSQrpuMBaTLn4GAH39khTeDVm7c8f/oJJ8fPmc3WqF2Lom7nO2w3oiojRoMYQ4lnKZTKiYKaqm6be2E0Ybm6oRcNqRuLum5YLXPGkylF1jDqxUynIy4vVvi+y87O+N/YvvSX/ZBOtcQ2FEXRgbr7MlORgAnjJAykFGiWZXF9fd0FiAsYlQ68dPalKBPGU2I7pBAShjHP885IQ4p+AQKSx1gURdedBzqGKwgCzs/PO1MbYS993+8AlnxukVvGcdyxr/cBnzhjDgYDnj59yqtXrzqgJMWjmJKIvb/WujO1+eCDDzqjDGEl75vUCNCQ9yeyVpFbSgEoc1JHR0ecnp4SRRGr1Yrz8/OOCZZ5Q2FYJFvUtm2Oj49JkqR77yLLlYxJiSroDODugJuwnwJUoJUjJ0nSFaNSbN932QU6hlAYnPszgFrrbkZQZJSydsSMRkykhMmU8yRzndJUkPcuYOvi4qIzaxLTImGppNAX0CG/J8y9OKIKEBHAJhJP+Zn786PScBFQMBi0Cgq5n87Pzzs5tgDksiw7eeZ6veb58+d4nsebN286kCasn0T3iNGUmGIJCy/rSHIZhaEbDodcXFx0wE/m6eR8ixGOzPHeP6dyHSTX9L7yQNaCRNuIXFjyFMUMSIyU5D6T7MqXL1/yJ3/yJ7z//vtorbsZa2kk9Ho9fuM3fqO713zf7xxm5ZqGYdipBKSBJNfScRwuLi7o9XrdzHe/3+8Y4ZcvX76TUSnsojS/jo6OOnb+22+/7dbPfTMhORfSJBHjr+VyycHBAbPZjKIoyLKMnZ0dzs/Pu/lHY0zn6izKAFF6yLyoNGlWqxWHh4fdc/Crr77i008/5dGjR108ibD692d0jTHdM03iblzXZXd3t2M45Tm+Xq+7WV5xw5Vn+d7e3p+5f1h/5nf/FQ+l1Egp9V8qpb5USn2hlPoNpdREKfXfKKW+ufs6vvtZpZT63yulvlVK/YlS6lf/2/6+MQ261hhtgfGxVETV1ORVTllXJFmONoamaZ1FN5sNSbpBWW03wXXce0P+JevNitVqC9jYjo3tWKAMpgHbcjk7u0bhUZWwWedkWUPgD1ksSrQOuL3NWC01ZR5TFgG69tmsNXkOy8WW7bZks65otEuSZKzWMxpVUJmMoszYrrf4dkhd2KxXJatl2ko8sUm2OdttejdHsKUsU0CDqtnbn+J6Fn7gEg+G9EcTRtMdJrt79Ecj+qMQy62omoT1ZkXTGILQJ+57NKYA1RD4Aa7j4Qceg2GI5zdcXp1TNiU3yQXOoGS+fU2yWTMZ7FGXDmVhgeWjbINRaxrrhry6xvVb46N2CtZBKY80qfn25QscZ8zrlzmN7tFgCOKQMPYp6hKDS5KBsWI8PyZNC26ubtiuM4xx8NyQNM1pdGsg4zgO7l3XzHRD6hpQKCyyrCTPK1w3wHVCjLHIsoo//OGPcJSFY9lYKCyj2N2d3M2UKGzbQesa17Xp9eJu02gfniVFkWHZFtPJLmHYR9cuybZG69YIyLIt1skWbRrKqmwNnywLjMZRCtdSBJaFyTLqdE6+vsHkK5wm5dU3P8FxLYqqQJuGSht0o9AVNFrdfQ4bzwupdUOWVZRFQ1UqGt1KXZtGUVUNluXQmIaqLqjrEq0rGlNRlQVNXVEVKXm6Qlcp5s7YyBjI0pr1MmN+m3B7vWC1WLJcLEiTlDxNSDYb1sstq3lGuq65fn2Lh0+SZjS2YZ4sWS7XKGw2m5TZbIOlXDzXw/P6LOZZO3ewuma1XrJNN6RZQpal+H6Irj0Cbx90H4yDbVus1wssS1GUFWlasN2UWCrENDaLxZrNJmE+XzObrSnyhuUypdE2221JWYHn9zDGJc1qykKjjIfn9qirhiAIwTiEQQ9oTa7KKsEyBaN+gGc3oDPKbMV46vH+8x08VbJZrZnNbtg9NByeePhhTZJu+NEf/QiVZjyY7PBwZ4+B4zHwA5qmQJscY0q0zun1YjbrAscOWcwTlos1Riv2947J0hqbkOn4kLqouLm6wlM+VuOhmhDL8nGcEMsOWiMkp49nB+iixLEaAl9zuB9zMzunLHPG4xGg8P0Ix/EwtLen6zrUdUGyXeO5Ict5Ri/YpSwUVZ2jAN1ojKlJszlZkVBkfV59q1kuG2bLBfPVgqRIsOweth0ShB7QGlL9+l/5PnVT8vzpx/TCQ376k9f8zv/rn/DV1z/jn/3eP+InX/wRb85fMF9fsk5vuF28xfU0Uezg+QrLKfG8BseF29sZy0VKnimKMieKffr9IekWkrXDeh6RFQtGwymD6Bma+b/+Te0vyPHL31t/HtsghbMwVcKCSSElhaQwcmJaIQBBZgel4BFQI69j2zanp6ddwb7dbjtJmrhMzmazLtdS2ABhS5fLJUmSkCQJ0DIaMl8kM5+SLSl/X8CozOYJgynMjYCE/f39LiJiMBgwGo2YTqfs7e11c2DS/ZdsyiAIupw7gCiKOhOfwWDQzfaJrEwYhfV63bFuwhLCz11PxdlWilY5l2ma8sUXXxDHcZeHZ0yb1RdFUReTIcV1EARkWcb19XV3zYT1ErmdSP5EuinXWlhiAfAC3qCdffyDP/iDjrGSn93d3e1AqawjARpiViPAROYOd3Z2ugJYQJKslfV63QHV+xJZOR8CwNI0Zblcdmv1q6++euczCQN630EW6NaJAEf5OVnbAq7kPUhzRSSusu5kfQqwFHAq2Z6Xl5fM53Pm83lbm965Gy8WC+bzOUmS8Pr1624OE+i+J82X29vbzsFTmgpKteNei8Wi+7v3Z09FRSDs4nw+70C73EeyxhaLRfd+Jf5EJOv3s0lFOSAgXpoBYjR1P0bkvpupMOLivir5osvlssutFVOs7XbLD3/4Q4qi4MGDBzx48IAwDLt5XDn3VVV1LsQyUyn35vHxccdYS3bl2dnZO1EvIi2WZ5hgBJEqi/vz+fl5ZzIm97msIflb8nySXE0x2BLGT4CoNGUkkkgcq8WcSe4zkSJHUcRv/uZvUlUVH3zwAePxmB//+Mf8/b//9/njP/5jfud3focf/vCHnJ6eslwuu/MpTSExHRMgfXFxwXw+766PGBiJUZBk14qR2X0587/s+GUzlv858F8bY/4nSikPiID/HfA7xpj/TCn1nwL/KfC/Bf6HwHt3//xV4P9w9/UXHkZBrQ1UCtvzKVVDow3Q4DgWnu+TZSl1XVLXIlOEbXPnjKlqGuOTFRnjacx2VbA/eQ/XhNT1krqsodD4sY/B4AdD5ou3JGlFY2pOTvbJ8oTryzWj8ZRa+2hcFska1/RYv2kzBbXekGUGx3JIk5J+FHO72rDYbvBti1rXWI5Fla4JnYaqNHc2/aCUQSmLpimp61bGGwQOjmcR9R0iLySvMnZ2jtguDFE/BtvGshx8L6I2Ke6gZJ28ph/ZOLs7ZHlCkmywvRpsjVYpdbMlz1qXXMe2CYIhShmqJmM5X3B8HHF+8yUqs3DVhEE0ZDTaA2Vxmn6NChNW6wt0o1DqANtxaIoGrIayLGismng8IR5OsVRIP/A4HvYp3ARjbPJ1+7C3jSHPbdZbi7xsM6YmJsCybOLI53D/kMBXbLYr2riM9vzRmNZp1XLuNlILz7MYDgLyrKYsC2wDg0nI9OEOyoLAc3Edh6a2gILhyEahGQ561Bp0kRE5imKZEqoQA2RljW5sQjvE6/us8iWNqchzQ+iFGAcqU6N9H+XaVGVOXTnURYFPwzrdUjUNjt3OaZqyRsea29klabXizdUroiAkyQxFWRFGFrouCMPg5x1RBW7oU6Com4YsL1oZbq0xjSLPC2zLIUnWlEUC3hDjlFRVK5lUFGRpgi7X1MWa+TrHawzO4S6eDdvrmqxwaRro9X20XVMYTZGu0GVB2SQ0tc3mQjNPrznZV/zBH/8LBmMfA3hexOXlGj3YgGpw7ZgsL1gucqo6J46HnC3XnG3WlJuGw9EOaIWlIvqjI7LGY9cfY7sx2ywFVeI7Q25uUs4v1pyfL1ktDbV2gIYw9HFcmyRrYwkqU2McSMuK2A5wsKjLil4Ykm421HVGv2+jlE1jSoq8IfJtQt8m7rks1zVh6DLe7eMFATWa2qko7SV14VE3CWmd0xvETPamWE6Crg15ClASBBlWVXB5vqJRNpu0ZGR2KUpF3PMptY3teViexcGDQ6KwIZgFqHyGTvvUvR6/8usHBJHDy1cvWW3mTKfPWaxyqtLGOArfCdCN3Tr0KovAC3HsFTQZq8WGjWOIophJ4BDZHrOba4xyMa6HbflUtQOWh2X5hF5I31cYs0SbFVk9ZtA75vXrDNtysdUudpMzDhuWW81475DTsxlXswLXGRA6itM3CepBymx2xuFxn+XNnIe7z1uX1mlEZZW8//6H5Klhsbol6tVgXHRV04styvKKKLIYxAcsF2uyYobjZ1h2TW+wg+dMOT/NeXz8MbWuWW/nUM2gSrEDj6Zs2vvJNNhmTeNZWCS/jD3tL8rxS91b4ecOnzLXd7/AFmbkflENdFEgkrOYZRmTyaSzv5e5LPk9KUrjOGY+n3cZiA8ePOgknBLGLUWw67pcXl52EkORBmZZRr/f74pgYVvvgxExSZHPIayasCfCHkl4eJ7nnYRU2EGZ2xJgdXV1RRiGHB4eduBAQKGwpfcdPoUJEXv/J0+e8N1333US18FgwM7ODkopvvvuO5RSnYxY3oMANQE/k8mEyWTSGd1I0SzAWRhhYUKrqurcKkU6e3h42Bl2COiW3xPmRYDDfXddeZ3hcMiDBw86oCpMZ9M0XZ7fcDjs5H4CFoQVE0AvGYv3AaSwosJEChASFlvkqgKMBVhWVcX5+TnPnz/n5cuXhGHYsZvCrokMWtaEsK338xWlSXBfrpqmKYPBoHuPYvQiRbiYwzx69Kgzf5HIDQEHco5FxpwkCbZtd6Dx6OiI3/3d3+1MeYIg4OLiortHfd/vALTWmn6/z83NTWc2tLu72wH6nZ0dgK5RInPDURRxfX3N1dUVFxcXncMz0DHTstaluSCOvAIMxXDoTztGC8MqDsbye9PptGOy5Zzdl48OBgMODg66Z4sAGXm9ly9fds8bWdPSzBFDmkePHnXAUO5127b59V//dcIw5Msvv2Q+n/P+++9350+aYsA7UmN5dkgEicxhhmF451hvuueCKDHErEjWmcQT7ezsvCNNdRyH0WjEdrvl8PCQ09NTVqtV1wi4uLggjmMuLi44PDzk7du3fPzxx52cXWvN9773PfI85+bmppPqizRfWFt5DWnwQSszDsOQ8/NzPv/88+65sFgsuqaBPGdk1vK+QdEvOn5pwFIpNQT+PeB/DmCMKYFSKfUfAv/+3Y/9n4B/TLv5/YfA/9m07/if33VkD40xF/yiwxh0pfEDheO6+GHAdr2m0Q2NqTEo0izDaENV1VjKpdFgWR6NaTMkLcunKEvyrJVgTvcOKJcNVVGSZzmqbCAGy7a5uV6Q6C0Hh33qynBxsWS9XhL6E5azkqIuaVTDap3jKQ/L2DS6zQysKovaNBhjs1hvqGcrGm2IXQ+ja0rdtHODyzlVVeN4bnfxbFsG+n0UDmWZMd2bYFkay3a4uLxlEj/A83fo2y6WnWGMhWN7KDSVWaJNio0i3+ZMdnpsNw3bbcFylTKZ+OTFFa4Hrgee71DkBXWlWK9zgnDCemuTljaHkymmbCjrlMXyEq0NYRyQlEsq3RCGMWXu4NhQqxzTaCzl4wU9Rn0b17aYHu9ze31JUZWUZU5VGhQW42HEYrVmZ/cEYxy2yZrRKKfXb+dFMBW6MuA67Ix3efHm8m7+taQocnwv7AoXaEjSTWvz3t/Btmwc5XF4vEugLJpG4xiFqg1pmuP3NI5r6McBxpT4gaLWYIqapm6wXJsW0XnowlBkBY7v3hkLKQb9PkVedOHTRVGSVyW+41PpnPV6jk5K6qoFudLR01aNKVrDl/ObS+brOW7k4bsh3JkF2bai1lXXfc7zjG3SzhvGvRDH9ciLsnWhaRQKh6aBoixYrebsDPaoqhzXslCWoqlX1PmCMllRpWvKdAtlxoP9PoPJgHSjUXZM3Rg2WUpDg0JTZDlVrtmkGZmlGTQxaW14c35DHFsox6C2kGwLjPaoS8Ob0wuOjw94/fqU1TJltd7ihwlpXpCXNUVZMjI1tgEsxcnJIXvTCFfVfP7+J/zT3/sRV4sZby9W2G6fJFEYYlC6nWENPbJCQ1HhB33KqqLfC3j79g17u61D4XAQEwQhtm3o9QJW6xUxHrblUBUlVaWI4pDF8gblD+kNYsbTAQcHO3cxLgovinADi9jbpao2+FFIlqWEQUQY7lMXHqHdzvTOb88Z7scErk9hGga9kLgfk17knL5pzSp0vWQ0GVLVa5K0wFUOD48fUzcew+mYrFhS1wUPj4Z4viFNEyaDHVzPxXGdNnsVC0uB5bo4tkOZpzRNRRgOub5Jub5ZcH254dHuY37l/c/IdEmWlYS9HrZycBwXhYNtBSgi0mJNYWrKIqW2Cx49fsg6y7CI0LmN5/pcX3yHdgxGW9gqIE8yDBZVBb1+j7R0CGIPXRquZ9/gex5eZHO7eI1tXNZJynJ9jXIdDg/20XWFsrJWl9sE5FkGNChl6EV9krxksVgw7IdMp7tkScPZ+Q3jSczR/jMMOX7gsVyuyPNrAr+PZVts0xlpuv3Xvq/9RTj+PPZWKfAERArLdb/IEzdPkaFKcSX7lsyDiXxVwI6wiCI1tW2b6+trNpsNu7u7nVGIyL7uF+PCPEoRL7NdwgCsVqvOvEbmEQXESEdeWDKgy84TMFkURQfqpJO/t7dHHMdMJhO222332QR8CPMjMtDVasV2u+3cQyV3Us6jsGDL5bIDOlVVcXBw0BXJUvSLI2dd153Jj7DAAppFeivZlufn5x14l2s4mUyYz+ecnJx07pICAgSQ3ZfFvXr1qmsoiMTw53srnbGNzMcFQcDh4eE75kLi+CrzgP1+/53rIqBBiv77ZjBSwCqlujlIz/PeAbNiyjKfzzupsbzX++enqqrOUVVAzv31KuBK1qWYMgnTfJ/BlnWX5znz+Zy9vb0OpArg2mzaukPAZ1mWTKdTer1e58QpzLkAK2H7ZC3ITOTZ2VnH+qk70xcBba9fv+bk5IQXL150ioAoirpmg7Bp8rt7e3v0ej0Anjx5wps3b3jz5k1nxiSg2XGc7m+JVFjmAuM45rvvvuPBgwdst1t6vR5RFHXNCYmrECk1tEze7e0t0M5VTiYTjo+PO3ZVpKxhGJJlWZdNK/OEIuNcLBZcXFxwcHDQrRVxwk2SpHO0vbi4YGdnh6IomM1mOI7D06dPUUqxs7PTOfM+ePAA13W7GUhhKYWZlmeAGErJ/Xh7e8vV1RU3Nzc8fPiQX/u1X+uk+tJouM8Iuq7bmfEURUG/3+eDDz7oJMIAYRjy3XffdaBWmjhAJ3u+7xj95s2bbh1LBMpsNmvzsUcjHjx48I5jsqxNee6JnPbm5oa9vT0ODg5I05TT01Om0ylPnz7tGGdpUvR6vW70QJ6Dv+j4ZTKWT4Ab4P+olPoe8EPgfwPs39vQLoH9u38/Bt7c+/23d//vFwNLFE1VUlcZym5oKtPmFdYFdW3AaLSGumgoS00chyhl8AOXhgZwWC0LttsMpX0CYqpEs7y5oclKAi8gqxI2my0uDlbPJQ5GzG43jMcjkk3Oct5wky/o9YZofApt0GXIMknwXe+u01GjlIWushbYKgelHKoqJ1egaKh1iWe5OLaF67lYdw9ErXU7Y2Q3eJ6DvuuuVmVNVWuS5YJ+ZFPkmqgXgeUBXgto6xrHgrzYshfGbNY5KJvVaslkOuH87Zwyc2iqgMqsGO0EaF1Slobb24TV2gUi6lnChx8eEw/GpOWWwDa4ISw356RpQrVU2G6D1QSUlYVtBbhOTaEqal2TZTXT3pDASolin6qpWeQJdVOjDAyHfW5nV9TrhMFwSF0XjMchy+UFtm0xGvaI4pb9y5I1SrlYlkcvOOB2dontuvQHLsk2Rev2oSubi2O51GWJ3x8RuyFFXeMahTIWsRsyCPos0hVtNmWO0Wt8P8DDIgwGZKscXVuURuN4Dq5l47oKrRtCx8GYBkW7MQyG7QZo2QpNQ1FV2EHcGs5g2G63uE4rPUiSlKqpsEKbIPCIhgN+/0d/SGUaiu2WIIqpdEN9t/G6ntvJPFq5Bniehdbijpfj2j6rdfv+m0ajteHy5pKTo0dYjY3ru9RlhU7nVOmMZDFHVSVKV8yu3vD2dMB+c8LtfI7qTbGoifsRWZFR37nkLZY5Goeqadh5cAC2osgTTKPJ8zVR1KOuHIq0YDY7x3EURf4Gz3exlM1oOGG+WpMXJZbtMpoO2ZQ5096UtF6R55esbxacv9hw/GCXiXvEj998h3LHzOcZ601NXTvMFwssiztnYK+VcuWGzTonjnuMhwfUlaHf98nKjEa1BY3lWri+g7EUyrbwoxBLKQbRAD92aSxNUWvqRpFsC/Isxw9tlvOEKApxmw1B2BbV6/Wc6+trRsMpUTgi7sVsNiUaTdE4lHXN5eyS/tTH8yuinkNjehR5u/Eu5ou7TElFUhrqMmU0qKDJCb2G2/WSwBvhew7Gsqh0iuerNpTUtN1UKWpt26YsDKEX43sRoXfAy9MXDOMB86uK4timzts5nsaUFGVBGA3vNs4Qzznh7OaPKJ2aWqeU/orAfUTdaLICnjz7hPVyhWWWbBYpo8GA+XxFnhiW6w0Hh1PevrqgP/ao84bIien3XLTOyZaKaDDl+vI1ynV59HSE7VT0xhu22xuSDGh6lHlOo2ft/OnNJXH8iO0K/NBjtbpFWT0s1+bR40PSbEOeZYwnU7JEo2qP8U5AEDj4Xp+qWGMr+1/PTvYX7/hz2FvpLOhFqiizSgLWRB4pbJ7MIgpYWK/XrNfrrsASV04pxIXdE+ZDQNRkMqEois4dUoo1Yc/EaOJ+JIIweGKWch/sihzRcZx3uvn3Mw3F1Vb+nzHt81rA5u7ubifhldlSCXefTCZdLMBisehmp6Soy7Ksk4Pmec7t7W0nx1sul+zs7LC7u9uZnHie10l/hf2Q9yyFtoB1MS1xHKebeZPiHmA8HnN5edmxG2VZMhqNunlZCVeXLEKgY1Cur6+xbbuLaZFrICBDrmm/3+/YNzn/IlGU+BcBuL7vd6yqmP/I3xJ55v08R5FYCriUayqvK9d9u9125iMCDKWoHwwG/O7v/m4H5qQ4l3Mr114aEAKOhbGRHE+Z6xMweHFxwZMnT7p1X1UV6/WazWbTORA3TcP5+Tmnp6ccHh520S+WZdHv9zvptcy5QjuDeXR01M09SnNGrm+WZcxms87tWNa0gC+Z2Z1MJuR5zng87iSuIiHf2dlhOp3yR3/0R/i+/44UU9xUZb3JZ1sulx2zrbXugCfQMf0iKZXsVWkMyLqV+05At0TvCJspM57z+ZyzszN2dna6KB0xOpJGksxLS1NoOBx2M5sShyGzxSK9FWAvzxU5d/LaArzuM5zSCBBp+Wg04uuvv2ZnZ6fLi5X1JM/DwWDQgdLRaMTFxUW3HkRqLA2ATz75hPV6/Y5cdjabkWVZN0v54sWLzvxIZKoiIZZGEMDjx4+7ZuB2u+3mqWU993o9zs/Pu7UnwFHmlZ8/f97Jp3d3dzuX6Ol0+o7zszxfftHxywSWDvCrwH9ijPmBUuo/p5XmdIcxxiil/mxO9U8dSqn/GPiPAQaDCF1XbJYzgr0IXRnyrKBlsNsZO0w7n+h5Llla0OtHGNNQlCVat6xdXSmaPONoOOHV6hVW2c4FbpI2TN23A3ReUy0L7EGNEyqu84Tlak3gxzQ1pElD1O/hGEORrSkKjdElYDraWWFhTIPnexRFje3YVKbBsgzbIqPv2VR1jbq3UbabtMFg7pz4/G7gvShqfNunKjWB38dze2hT4NgKTXXXcfCwByEvvnvJ0eFTwqAkyRLWqw26VuzuHGPbFfrOqKhpPDariiJz8Ow+adpwO9vywnnFwcGUYd9hk2/JTEplClb5EtcO2WxL+sEEz47BtDNWYGFZNkY7uPYAwwrbdVmstqyzLXGvTy+IqJqMbbZuJS5ZwbC/Zbud048NdV1xff0GP7bpxRFZWqF1Sb8fs01dDBOW62uiqAVTTe12m1QYhhRZSZFm+GOXKi/wbB9TG8qswrEMo3DAbdSnKDdgHLA9isxQlTVpoUluUvzCA7sgtiwcY3Bdr53xdF1QqpUrW5BlCVo3rNdLKiyGcUxWlgyimF7TUKYlRZ6T5RlNY9pZ1NDHH8TcrBZczm+xPAdftVKYRtkoy+66peKcaFlW6+5pN3dmGu3qcmyXXjzs/rssS4qqYFusiX0HXXvQaPJsTZ0nFHlGttrgWRZe6BCHIQaNF9gsizUYm34VktUJQejjGhfbKjg6OGK13GC5mkh5pNsNWtc4tWK1mNNoizgISJOK0WhAllY0jcV2s2Y0mZIkGWXdMBiGYBuSssCpUiJV8Ls/+IdEvs3R0TE//vr3SZINReGx2GYYXPKyZL3Z4AUOvufiOBZh6KEsg203RFEIWAxHI9J0hR/exXToEgeH3iCmURrbcTAKbLstFgtdkBYptu9guTZ51WBZPqPRmCh2sSybIqvQTVt8oGxWixrbdkjzFYacZaXpj0eEvX2+fXnK7t4x+4cnzJevWZCjK5/jw/epSkNZbfG8Ad98/R29QY+rmyWBP6YyCr8XEgQuewd73N4kjKd9Kl3juBlNUWHugUpjDPbdTIuletTNECdwePFiwftPPmA+T7Bym2y7wTYBTdk2utIsJ4p3iLwIz40I1A5U4Fg9jvZOKKsL0iRF2S7T6ZiyqHj79obb2ZpP3n9G5EfoTYMXDXn93QumQ4/FVUW2LfAfxEz6E4oN9Ac9mnLJ2dszLKvi8eMHXFxccX5xQ91AYxJca4/1MqMqt/T6PlXdcHz8iK+/vOTk+DF1mdIf+DS6IcsKxqMJZblhvlji+z0O95+xXGRsVxsaDbqs2d15yM3V8v/Presv/PFL31vFXEXcKEWudvdz7zCIYRh2ha8U6JJdWNc1t7e37Ozs8OWXX7Zv/o4REbMQAVAyP3hzc9OxefJaYjAiTJtIbwVoCJN0PzNP6zbPUoLdhV2UvVXkjQLUxMxDwI4wgyJ5k5+VvyEs4VdffcWTJ086d0WR1R0eHnYFqrzf9XrdMQFZljGfz/n66687I47NZtOxVzIjJsBKgNOfjjQQ8CtuoJvNpnO/FLMekUyGYdhds7quu6xQuXbiXiqxDrPZrCsm4eeRIwIqBCDL/KacS5H0SqSBgH4xgEmSpItZENm0SDbvf0ZZb8KqyqycmJb0+/0OdGZZ1s1jykzrfYZJzKTECOl+pqfMFAqgks8q70HWhhzCPq3X6+58CcCV/EYp6mU2TgCozLWKm6mol3zf5+TkpDsvYRh2INm27c7oRRx/xfhJ1pVErdR13RkF5XneAZl/9I/+UecI+6Mf/agD9tIUESmuuA/fN3MSgKiU6iSVwnLeN3e5b1wj51uujcwvSiNB5LAiXb7vpivZlXK/yNzks2fP+Oqrrzg6OuLhw4dcXFx0Etbnz593jHcQBPzkJz9hMBhwfX3drRepCx88eNBFy8j1/pfJO2VeNAzDruHx4sULPvnkE+bzeXf+7jec1us14/EY13U74x15Nj148KCbR7csi93dXaqq4vT0lNvbWz777LMu79X3fc7OzpBIErmPDw4OqKqqa8S9ePGCpmn44IMPePv2LRcXF50s+b7iQeKBnj59yhdffMHTp0871YKw/ZPJhCRJuL6+7poI2+22Y5yBdzI9f9HxywSWb4G3xpgf3P33f0m7+V2JDEcpdQhI0uYZ8ODe75/c/b93DmPMfwH8FwA7055RppWQYhqGvRHbZN4CxyK/616E6FrhRAG2bboOYqUb6rJBa4uyNKhSoaKAi7NLfDzCsM98NaO2DNoxrLcrCCCyXALLa+WzqaLKGxSGhpysyDG2CyjqusFo2ehqLMvGd1xk7bZD7A2O71LVBW4YsM1baZ9917UTqUZVldgOXSfW9y3KssJ1ferSELk+YdBH4WApg0JjjKZpNJtkhWlusR0f2/YZDkagUm5vV8TxiLxYQ7VhtBOy3dTMbnLqwidNIPQbHuzvMh342E5FYNfopmGZbAi0jzGQlwq/ZxNHEemmZjiOMZZPWWuahrsOJGB8kqpApxWbdIOuSsbDIWWVcn19wWDc42DvES++e0Oy/ZrRaERda6rKkBcVWVZhTIGyDGm+Zbma4XgBy801hgpoJS6lse5mUu+CnW0XVzk4ls16s8VD4zg+Zd1gO4pB2CPOYq42G2zLJRyOSZKMqizw8UiTFdQ2Vb3FshV+v91Egl7IerVCAVmWAg1VVWDbFmVegxdxeXOFk9d8+PQ94uEAc9dNbdZrqqqkMYZ4OGA4nnA+u6axWklRU2Q4rktWlDhWO0coDnU/t4Y3NE2FshWuK9bjFkmatgG63LmZWYbVdonv9CiLFMtoGtOglUWpDZu0ZNIf8ujBEwLv7oEW2VhFRV03BAOf1XZBlRdMdydc31xhDwqsPMVyHHzH5tGjY372xY8ZjUdgFGlacLh3RF5UbLcZQeBSFq1r7fX1LZ4Xkhfb1gjB1BjXobIbGqV5e3tKUZe8nL0FLOKoT+P52MZQN+CHPm6l2R/toBq59zWGBj+wQOXs7k1Yr2ccHI1ZrWeMJqNuJqw2NWHczk6ZxqAaTegEd/E4BmUptklGXlSYpGA08glSC6Mtnj39gJ7vMptdURQ1R/sf0esNubr9kizNGY1HFJkCy2LnaIplOYz6E4xKGQ58vvrqnPPmig8+eJ+Xr98yGk/YPXCx/RJn4DJb3JDqiFJPWM422FYJxmMah6yu36JocB0Xp3GxGpuyrMGyMLQF0Xgw4c35N9RJwoOjE7599TWPHu+yvd5w9eIltu4x2jlAoRmPB5RlRq83wVY2gfJRZc3zxx9zdVHghQPOL2ZMDqeEkc98ccXjp0f4E3CrmoHvMQz7XJwt+eiD71EUOVYDq5tblLlh8vEIlymWdimKlyjbpy4UP/nxl+zsHOI7UwLPpqrXVHlElq4pqw22W/D27ZoiO+PJg89ZzSzmq4xPP9vF9Us8z2A74HoeJycn2JaL1gVpumFn95jr2zfoyGY6jjjY/bfWFfaXvrfu7u6a+9JWkWIJcLifdygsBdBJXKU7f18qenZ21jFrt7e33cyYOJKKrO5+VAjQuVxKMSPswH0QKZIyoGOcRC4n819RFHWAU2bxhN0BuoL3ftZmFEUdwyRFsbwHYYEkQ1CMOWazWRe/IRLWNE07xkXmzE5OTjoDEwFd6/W6s/UXuacACWH7hEUWUCbMFtAxKBI1cHFxwXA45NGjR3z11Vcsl0smk0nHUAgzLCA8SZKOsZL3C7wzXyefQRgZx3G6mVaZrxWmMI5jbm9vO6nk/XgaAfMCiqXwFYAu114YSpmr9DyvAxQfffRRJxHebDZd48EY08kuZSbxPvsory1rVq6pGPUJyBGAK+dGwulFsrhcLjv5qfwNoHMcHo1GvPfeex0rLOyfxPEsl0u22y3T6ZTlctmtRTmHjx8/5k/+5E8Yj8fdexUDGgF30miRfEEBuXK9pDH95s2bDsSoO1dXYXVl3rmqKvb399+RtYvhj7ozYhKH08Vi0UlI0zTtpO3SlLg/Qy3PADHmKoqii+ExxvDJJ58QhiFXV1dkWdbFiLx69Yo8z7vYGdu2u1lgcSwdDod88cUXnJ6e8tlnn/Gzn/2MwWDQMflHR0fM5/PuGgkTb9s2u7u7vH79ugPS8iwThh1acDkcDju5/tOnT/npT3/Ks2fPuL295fXr1ziO0523nZ2dbt5b1lBd13z22Wfda5+dnXF4eNjJhJ89e0Ycx9057Pf7vHjxgk8//bSLDFmv15yenrKzs/MOOy+M+w9/+EMODw+J45jBYNA1WWQOGehcdj/++GM2mw03Nzd873vf69hIAdLPnz/vnpVpmrK/v8/5+TlxHLOzs8PBwcG/bF/qjl8asDTGXCql3iilPjDGfAX8LeBnd//8z4D/7O7r/+PuV/4u8L9WSv1faY0FVn/mfCVgOzY5Ob4V4jY2D6cPOZtfUGVrqrJAG8O2rMC2aM1CbRbLDM91wVjYysNxbHRZ4CibOsspkza7cr0uWCVboijAxDWWbRHFEXWtydLWqdW22oczqkHXbUxFniQoy8axFHWlaWxD4EekWUpdtQ8uLCjKDG1qPBUQeDFVbeHaNr7nkqcFda1xbIemaecPdd1Q1xmgcN2IKq8pK00v9DDGxXEilLmTotgKo31qtUI7GYtNjmNX+P4NTx8+Zz6/4uBgh3RrGIwsqlrh2yOqtKTv25zfzskSQ7Ku+fbbn3K0H/HxB8foTcbl9YLSOLgbl7pI6PcGjIY+TV1Sbjwc06dGU5mK2jSopjXVSDYJ44PHbPPXXMwu8HsBtV6RbBMsSxNHLm/PXhD4AbbTY75ctOyTpbHsmHJV0hQ2Cosw8lhtVuRVRlWBZTvMFq08qigNVaXxvQBsi806ZeyHOI2DYyyqusR2PDSKrChRjWbixGysIVlTc3l9S5GnjCcD8qTE4GD5AY7V0At66CqnKjVlFmDZDrHbZ7letc5kTXmXH1pQ6IoGw7YoWCUlR70dBoOgjXbpheRFm6/56PEn3GzmrLIK13VodENpDF4YkNclabYBVOsMazSW49IYG2V5FGWFZynyssT2HLzIJqgswqFFWWjiYITRFWmWUva2ONTYDVR5SpmnqEYRehEHeyekVcPVOudiecPe4QO2l6fcLtck+Yqd/RGL6xnbZEXs+dycv2V3ssdqMSfyQ6Y7MYNeD1M37O8eoLhlli4IhxHJqkZh4TgeaaVxXAfbVvT6rdogCnwcyyKOXDzHZbtd4sQOs2xNGMYk2wUGgxsoTFnheRWHByF1XeC6Pk2jcR2bomgB94OHO6zW12BVVJUm7jkk6S1VFbSNF6stDuuqLSwsZVFXBXVdYFQrnQ9cj+02Yd5krDMYDvrEYcTPvvwZ0+GEstrgBzazt1/i+yF+ZDGfL7iepfTjPaJeTFHmTEYRV1eXDHsjHKU4OTlgs8r5+suf4tgub9/OsCOf2miurxKKzMP3ApwgwtYZJ8cnJKuSukh5cBTTlAq3ekgyi1D2nQwQh0YrjNEoL8QEOWdvv+VptMuzR5/xzY/+GaZwuHi7QbHB9hXKjWiaCtNklEqRDyDXaxyG5KsFqs5JVglOTzEaHhHbj7hdnzHujenZG/JiRWNCHj58zO5hSoPGKMU6SVisGi6uXpKkS96+OGfUf8J7z76P66fMbmbkGcTRGJ2HXN+8ZrzjsFjP8CKfdJOyTlLSHLargt+7+D2eP3/Mhx/tcDv/Q5SyONr7FFWOGMWKTfaGOJgy7u9Rph5J+hLL1ti2ZrF+y6tXb38ZW9u/8ePPY28V90wpNh48eMDFxUU3M3afmZIiXLIf5fdF1iiREPeNTyRvTdxHZfZLmFAp/O4XyGJsIoWfSOCEpRGGSWSiMrcloEQiCQScCAgQB1BoIyEE2Mqcn5i5iMxTCi6RnSqluLq64qOPPuL6+prDw0OyLOvcKgVkjsdjLi4uuvfw6tUrdnZ2+PDDD8myrGOkxDUyiqKOORa2RGYhBbiLW+zOzk4nHxSgI+6dURTx4sWLrsgX6aGYnEjDQFgyyS2U8y6ziVVVdWBXQIIAY5nhErAm11Ekd1VVcXl52bEiUuiK/FDYVZkNFJdTWSfyuvddXfM879hoWQtxHHdRMR9++CG3t7ekadrJAZum6QCmSH8FSAqoE9ZSpKbCfgZB0AEnYXmEnQQ60kIyLoMg4Pj4uHOCPT8/5/j4mNevX3dOsLu7u52RSxiGnJ2dsbe3x3w+JwxDwjDspOCHh4dcX1+zWCy62WORmZdl2a1/kcyKsi0Mw86U6f785Gw26yTi8nVnZwetdSf5FeDvOA7Hx8edoZKsz9Vq1a0rYT0FvAPdWpb1JIytGBZJ8+GP/uiPOkDm+z5ffPFFd87FjGg8Ht8RDjXj8ZjT09MuOujRo0es12t+9KMfda7Lco/PZrPuesrz4PHjx921Oz4+Rmvd3a/yXgWwCQMO8OLFCwaDAZ999hn//J//885cR54Lk8mka/a4rtsx+yI3FjWC7/vs7+93Wbb35eGWZfH+++9zcnLSNXZkdvzNmzcsl0vOzs7Y39/n888/B1qwLCZeAJeXl4zH467ZsNlsuvzaLMv4x//4H/P+++/z0Ucf8d1332FZFs+ePesMtubzeRenJNEjMnIzn8+7nNNfuH/8md/9Vz/+E+D/olrXuhfA/4JWI/l/U0r9L4HXwP/07mf/K+B/BHwLpHc/+2ceIoMxxmA1il40JAqG3K5XlGWF7QekSUnkhDiufSe56LfFZFkCNsa0mYNZmlMHA9Ksgrqh0gpDC2Q0Dcqx0MagdUO+zbsOrdY16s5cxRh1N4dSEvg+SZ11nT7Mz9+z7dgURU7TGOo7GYFju2hlqKs2LsNSVtcdVUpR5DWoNsCjLFvm0HYNthPiOB628rCMhW3ZmMbQNFYLcF0w2xpl22zThLdX52zShuWy4vGj9zBqQxj0OH39lt7Aw7Jqjh/EpGlJUSum+3uYEpazmvGgj9Y32L7NarZiEPdIki2rZcJoEDEa7JAlFa7SVFUOGLSuMLrm5uoKJ5jwdnmBtiCM+lxcXKGwqWuDwuPy/Iz3nr/ParUgSVLCKMQoBcrCtiw832NnZ4gfWJy+uaAo6rt5SwvXsdlsVnhujNYVuoFGtw2AqtIkmwSaBsfxW/kqreFTpSt0XtKUBZtkjW077O/ttw+/RLPabAkGcSulLtvc0DyvcTwf01g0XoPvhYCN7wdto0LXuHb7cO45PbQBx/Fx8VrZou+QZhaW7fD48TO+/Wdv8MMQmhLXcUiyGqi7B35RVjQGqhpsS6GUTV1rlHJo41EsoijEdm2ino+yNftHE5bzjMePT8i3a7TJyIsSX7lYqqEuMpq6xFYaowv8uE9vEvPix/+CcOrz/L1jbn+woakVl7dXfPz+R3z77Qt68YCL80v6D3o0RUWRZaxWM46O9lmvE+q64GB/l+ViDk1DHARt5IrrEERhV5TZWFiWwkKhG02yXWP1RpR1g3IdXK/HZlviuT51XYBVAS2AqiuNwcbzYrbb/G6GuS1iyyqnaWqqqiDPU4IQUA1ZnRP4MXVV02iN1g1VlRH4wV1h1FBVbUfZ93xKp6aot7hewHK1QVcNnuMRBYOWTS4zlpslB3FIUVbYTmuqlRZLsirH9h0uL94y7IUk2y0Kn77vULmGq/UKVEAQOcR++9zaG3mkTstY6yLjcGeHdLEkcGKyCtAOTWVTZiFRNGa93NIYC8tR1HXFbDbHcmyGgyn7+3M8v6bOKz7/5K/y9/7v/w2D3i79gU9WzyG9JAxiam2T5ZoXL+eY4JbJ/pQkX5OXBf3hmKxa43s7uOqAj54/R1Fy9uYtO7vHTMcPaRq4vPmaLN9yeHgANwUPH77P558/5ub2NXuHE24vVyxXEUG4xPcLhsMJlS7ww4LVds3tssIPpoRujNI7nJ5ekaY+p69vcV2Hr77+mrq+4L0PdijKNTeLrziYuHiOh5XX2LZmu1lysDdlnqxxU5+b6xn9hxM8O/1X3b/+Ih9/bnsrtLN6vV6P9XrdFUYSyi0FWL/ff6fbL/J9Mf2RGa/78233v4r7oOytAlxFSilsjOyp3d567z0LiBUAJkwE/Dwr874xhsgs5TUFtMnMp8hzhXmQcyJMnQC+7XbL69evO0D3wQcfIGHw3377Lb1ej6IoOpMMkZyKvFMKZs/zuvmvNE1ZrVYMh0Mmk0nHEst7F3B7dnaGbdu8fPmyY8Levn37jsLl/PycDz/8sGPIJP5BCmLP89jb28PzvI4lEnAvbIkw1MJGyd/fbrdd8S3slLC7EgIvrPTBwUFnZCKAVWZ3Zab3/iyvgBYBlSK19DyvA05iuiLNg+12i23bvPfee3z33XedjFFyDYGOmbw/K3xf5nxfYi2B81EUAXBwcMBqteLJkyfdZ5G/LwD7vgvvcDik1+vx7bff0u/3ef78Of/iX/yLDpR8+umnfPXVV53zZ7/f787FfD7vjG7KsuTg4KDLXBV2X0C1MGNyL8g9uNlsugaFMFJiqiRNImGi70ueBQDKjKGYwQj4l8+bpmk3dytrQ+69+zOxURR1GZwin5V5YJFjy0zkcrnk6Oioawrled7JxD3P4/T0lMFgwGq1YjAYEEVR58IrbqwCkqQJIZL9o6OjLgLkPjMpkmyZdRUmd7FYdAzo/ZnFv/bX/hp/5+/8ne7ZKA2U+7JnAZIHBwes1+tuJluY7jAM+fTTTztGeX9/n+l0ijGG8/NzNptNB3wfP37M97//fd68ecPh4WEXowJtI09YbVEDXF5eds2Wpml4/fo1VVXx9u1bXNfliy++YLvd8t5775EkCW/evOHx48fd81KaeWLQ5bouV1dXPH78uHt+/KLjlwosjTF/DPzav+Rbf+tf8rMG+F/9d/n7SilUo7CMja4ayqTkeOchy9tbej0Ly7GxTInveliWTZoWKOW2wENriiLHNIqyrIndAMsNWJc1DhZNrYh7Ido2LRvgOiRljm5qtKre6V4WZQEKtDa4rk9Z1uR50YWNipHA3efsOkFNYzDUVLWhaTRKQXtf/9yVShZ+WTZ3GxuQaxqjacoSU1d876NHbexGbWiAPK9Qdogxiu16Td8P2D3cpdAVfi9ixB7b25T1ekMQ5wy8AXu7R7x49Q0HB3uEgUcQ2VzdLlksSqoE8mzFYHeXnXDANqtwpoo49Hn9+pbJdMR6WdNzQyqtqeuEqmhjXkxdYNmGqqi5vrwlR0Pocn25pikNed5ucudvN2zWBdttQZpmqLuOT5Js8ZwA2wbftynKBCybfj9muSxwnIAiLwhCD107JEVJEMQUWY3j+pRlRmW3519z54xFa6zSWIaGtpOl64Kd6ZDtJsfCYdjfIa0zFiplud3gT4Zs6gRTNliWS9mUUFtkdYLn2TieRdPUQOsSa5s72Y7xMY2hbRZ4eK5NVSs8V9Pv98iLlM12hXZqRsMYpZoOJP28gGlojMa2LTzPpchb6RDGbqWAtaagQlc1RZZjtCI+OODBJw84Pf2WfuyjmxRVOyhqbMci6MUUWUFaJry5eMVHx3+F4fiEs4sV7tZhcjTkw6fvMxyM8WizIvd297lZzxgMxmy2K1AFUc8iSVf0+hEffviMs7NL4iBmYNukeca2yEnzitVmSXQnQRVJUxT93O0u8APAUNeGclUQBBE0Lrp2UMon2aZ391hbbPhBRFnW7RrfJihlsbe7x+1tm12YpSXKagscy7bRtabRBXHUNjIsZZNkGUo5eF6A6wbkec1ysaYX2/T7Q4paAYos3eComlWesV7XTHYitN6SpDmDXNOLIjyvxnagaVq58cXbObquWYYh/X6fOPJBaxzLojcImR4eYeqKyHMoi4ps3TZ4dLVgdj1DZ30Cz0ebnN74gDxPybaKoTvENgFR1Dpe27bBcm2iKKQpK9BjdkZHeF5BiWJ5rcDxObu54vl4j9GOQzxeU5YrfNUDL2STgRelZEXWzpQOJwxHU25eLMjSLcX6nO9/+lf5+usv+eTDv8pyc4pleSzmS4b9PWI/wFE+4/4IXWtsx+PB0XPmi1s8z8YPahqTEccWRXFLUVl4kUWExWqdYZqGSTBmsUrYzn0urjJ8Z8r5+SvSJCRZZqjG48HjgME0YJW+xtQDlG1Yrq95dTNjPNklGkFelCjlEvpD+r1/O11h4c9nbwW6ojJNU05OTri9vWU4HHagQwr6JEnecfsURkoKSinqBYTeD4uXwlHYSTFxuQ8ARRoojIjEL/zpvVUAjgBVAQ735xxlbxUJprCfQAf6BLT96q/+ajeLJ59LflaYH5l5iuOYvb09lstlx0K4rsvR0RFff/01R0dH3fya5FbKXFuv1+sYm8Fg0MWmiDGQhM1vt9turk1ARZ7nnJ2ddZ9H2AthTc/Pz7vZvyRJOmdZmacTQCYyZgG1MjspTGmSJF0Ey30G8z5jKddKgKWAnel02r32eDzu5tJWqxU7Ozvd9+R6CBiQc3gfMMn+IUD/vsmK/L7MH67X607KLXuN7K2yToTNkplB+TvSBJVrLkz48fExjx494ttvvyWO464ZIey8sKZZlvHq1SsODg46Se5yuWR3d5cPPviAyWTSuXkeHBxwe3vLaDTqWEFp3vT7fT755BNOT087B1WJM5FZVXlNyTW93ziQOUmZBxRTHakvhNmWvVVAIsBm07qi7+/vd3N291UF958PcRx3QFSaNZJlm+d51zARZ19hvR3H6eYOxWBKXFZl5llmGIHO9VhMbETtIMqHBw8edIoDAaTC4p+dnXXrPssy9vb2OnMkkVRLTJJ8xvsRIkdHR90zTBjg8/Nznj592j0X798zEo+03W7Z2dlhMpkwHo+72JK6rvnwww95/fo1n332GYvFAtu2WS6XjMfjTr4/mUy6popIcKWZkGUZURSx3W676xaGYSetPjg44ObmpjMOE2dfAcpKKY6OjhiNRtze3nbPt/l8zqtXr9jb2+vOl6gaJLvzFx2/bMbyl3sYmN8s8NyM/QMPz1X03BGDeId1do2pagLLwXHboPjRuB0+3m621LVujTs8905iCqPpiJP3H3P2+rJdPJbBC30au6G2GgqtcWwLC6vryLiui6GVY7YdujbWxPedd0wOpBN2v+MHYDtQVwVNo+6iUCz8wEMpuk5tVdaYxqbRd6G8RYnj2lSmwrMV/f4QXQONoao1luVisLFtl8gdUOqEq8sNruczmUQk6wWbTcrh8RgnyHl7/g2bRYxqBlxdbMmLLY5r0TQu+7sDrIMaPzBcr8/ZLnyODh+QqRuyasaT9/egsFgtllROQs9SpOmWuipQpgEaMJoiLch1zoaEOtF4Tp+mtGi0w2pRsd1kWFZEltYY2g55K6+wub6+IY5GbLcJ1TJjb2/C5cWM5RIwPsvlFstqGI765DpnvcqoqoZBP8BS9t1GVKBrTZLkFGWDqWoKpcGqCUchRoNve8TTPrZjUeQFyrIoa402BY1n0dhQUjEIIxqrATR1XVBSYzmt47DnOxTbhKIssI1DUZYUVoGlLCzLQ6l2o3WdkOFwhzRNsCyDpmV587KgLAqqu05z+1C1MFVOEEYk2wTfD0iTnLKs7wbsfYokZ9iPCTwf122oypTHj44YjRVlscGpXfJlhdU0KDfC9SMCbZPVDVXTMJw8wnX2mU7e45uzr8maDX/r3/2UKPB5+uiQf/6DH5HlDUFvQF2XOE6biblZz5lMj3DchiRdYdsNr06/pUor+sMhUS+iNCV5VdHcbehA183MshSlHIqyIM/Lbs230iTnrnAxGOOgUFjKxXNjiqIGFLbltrFByqKqmrt5Zos27zXAUiFVUWLZVmvshYVtO9R1QxTGYGCzSYixUcppTaE2KUlSMBiFNA0Efp9Gt4VGURkWy5QwsnC8iPUmZ7vK8AODF1hs1hs8B452D3n5+hS3H1Nrl9W2RpUZ6yQhGPS4ubzB6DYuyRiLuDehrBL8uJ2ZzcqSbbJlb3fEy9Of8eTJc2J/F6cYk21tLOURxxZVU2LbCsfxmQynlCV8+/ZbxnsrssIma3o4fcg3G6LJMaW1wLPA7TvYVklR3xDuTFkXrSSdAG6ur8hMwWg8oqGkrpecX/+M69uX9HofUDcZZb3C9Rt6UUTjOJxfvSXq+ziOzevTSzQ1ByceqIqGkizZUGRQVBWF1gxHI/aGfZptA03Ij370La9fvSHNG+J4h6quef/9D9hs1jw43uPJowds85coPIaDXarMxfENeZlweDIgy1Zs05Tp9ITBwOfl6Y85Otn5c9+S/m05jDGdW+DJyQlBENDv9xmNRiyXyw7oSXEusQabzaabURRQoVQbd/H+++/z+vXrTi4rXwUginHL/b0Vfi5NlBkrATL/bXvrfbdYKQwlTkCYGpHpwc8lscI0yJygFMv3X1+K2O12y/X1dVdAX1xcsF6vO5bhm2++6WSKV1dXHWDTWrO3t9fN611dXZHneRfjsN1uefLkScdoitGHFI/337OwIiJpFfdIYavEnEXA/v1c0MvLS/r9PpvNhqIoulmq1WrVAT+l2oxKMaQRICbnQYCuGIbINQc6Ux5hGEVaKUC0LMvuPEh+obDa0hSQ6y3XpTOwu2O67kunZY5xZ2enM8kR6aYwqNK8EMBy36VYQJuAYmGIxUFUPu/z5887AC4ASdaXgAq5BgcHBwRBwMnJCd9++y1aa37rt36LKIp4/vw5//Sf/tN3Ij3uR37s7e11plWWZfHdd991jRWRvApjKnuryNfTNO0+n8iv5R6RcyX3j/wja0fOqUhc5XXk98QFVho798GmmFPJ+pM4EnEXTpKku85xHHcgX6Tlnud1oHqz2XSqAZk/Pjo64rvvvutmkYU1FhB+dnb2jnOpANn712+9XnNwcMBPf/pTPv74Y4bD4TvnX5yDZY3L9f+TP/mTbn5RJL/iii3nRc6/NHbk/rVtm6urqy7SSJonkh8qhlrC0gZBgOu6nJ+fd2zuq1evqOuaw8NDgO5zy+xqVVVMp9POFMjzPH74wx/y6tWrbh3Xdc3nn3/ePac++OCDbg5apLzQNtmOj4875+K9vT2GwyHfffdd9/q/6PhLDSybxjC7mTMYjJhdz4ijEaaBvd0jli9vWc+XDMIIrTSe75NlCXle4NgOtmXhuB513WDbCt93mS2v8XoOh4/3KRYZTVWTZCmlqdAu1EoTeR6KnzvY1VVNGEZsk5QgCCny8k7H778zKF7XunPwFOleYxqKIqPRBtv272580Lq1A5INU1kKrQ1giKIeadK6j/oiEwl6FHmJb7cxGL4bUNQKXRve3F5x9HhEukgpsoY/+cFPsS2PsvT59qtrjh5azG8z6tKwszNlsVjieTZlVdIf+djehjC2uTjfsrgJ6FmPuT3X9PYCgjijsbbcXtXETsxqmeD3a5arBZZpZbBNlaHrjLoqiKYT3ChitZ1xvb4h8hzC0KauFXmqCCOX29sFo0krh1itVygcqrrGcyNqXdJYhuViSxwPOL+cU+WGujKMRgM8x6dEY1sW63RNXa7o38kSsixHVWCaFrBXeU7ZVG2RbFVsVhmVsQnCGj9wKIucsvBxfR9dazJdEIUto5zWOXlV4ng2vVFEblVkeYZBk+UbqrqibhqMrvCNT11XrRLaWIDCNBamsRn0h3zx7Vf0+zGzJGe7XWMDlmVT13nXcXc9F9d1qKqCui6Jo/huI2kNe2zbpao0q+WGw4MRUazoxQFXl29478MTXr1cMugNKTZLLBTGjXCCiGHQR/khjjLsHu6C3fBbf/PfZfpixOuLrzg//5Knjx9wc1XwV/7Kr3F1s+W7V69YLjYcHY3J0g29QYBuSqrKQ+sVm2RLUiQUlkJXKVlS4jsOWtdYdzKXXq/3cwZBWXcmEhVgoXVNWRV3Mw99HMcGFJ4bMplMuLm9pdEKWzlUukbrBmPa5srNzQzX9dG6ZTLDMCZNyjuHOUUY+5RVDWW74Whdd/dqlpWYBixP4dgejuuTpTmB71EXGtdW5FmB5QZoU5KVFbqu2XolsefRNz4KH9ceY2qYXS9Rjct8nlLplGWcMx2E5JWNXlcY05BXNUF/zMsXp7ieYnc/YlmuiWMP2wRgGt7enrN/sMcquabnDGgKDY0PGJTSLBa3jKY7lEVJss4ZDXbZn56w2Pwey2WJHzzl4bMpuAWNUzAaD3j5+gVPno3RJgFLU2FhuR6NyalMSa7XDP0RbnOELiIOdx8zm9/QmJKsWHJz+5ogfMg2TZnd5gyDHXwnwrEsXE8xHu5QNCVleY3t2iTbDHCoSijyCuW5nJ1dcjjaxS8Dvv7uDL+3y+Rol08PD7AVbDY523WBUprBNKHkO4ZTxWJxiTcdEUZ90mKG51ukmzWWY/CCPlEwJhyNSdOEvNj8G9mX/m04JHZAYifE3v7w8JDFYsHt7W03+yXFuLi8inxSCnfP87oO+6NHjzpTGwmqF/ZEJLFiAiNyv/uxH/clsbK3CigVNkq+ipxSfk7eq7BcUkALUyoGRfK6wj6JEYfM5wk79fbtW46OjjqJ2w9+8IOOzfj666/Z3d1lsVgAsLe3x2w26+SHYuwRhiGXl5fdDOZyuewK4KqquvMmktj5vFVkSKEvssLxeIzv+921kflSAWhBEHB7e9vNPEqxK5ES0tCT7NDZbNaBMJljE0b0vlGLyJfvM8RynQTwCOCV6AqZgRQpp4BBmVGUdSQuo2LgI1JDeS1pXMj1vH8MBgN+8pOf0O/3WSwWHTMjmYQC/GStSVEurwm8I+kVkCfSwtevX/PBBx/w9det0eB9JlhmMeUz7ey0Da7f/u3fZn9/nxcvXvDtt992Lp5/42/8Da6vr/n6669ZLpccHh6yWq3+f4DjarXqzv198Cv32X1zIQHkYtB0f83cl60DHRC/urrqQKecV2gdom9ubjqXZGNMx1zL/xfmVrIr75v3iImMmOOIPP6+mZJcc3F1lSgNkciGYdiBvZubGyyrjfaR8yJSX4lMkXvsxYsXOI7T5cvel+6/efOG4+Njbm9vOyAm112aLru7u7TZ4a2p1NHREa9evepceB89egS0zbHxeMw333zD48ePu2fEn46vSdOUnZ2d7t7Z39/vXKTTNOXt27c8efKE9XrN5eUlo9GoUxVIxmxZll2DShoa94H/6ekpBwcHXSOi3++zt7fH8fFx1wTZbNq9UZ4t/X6fq6urbq5XAL3MC4uxmsy0S5PqFx1/qYGl1g3ffXfJ06cxUaS4vDwjGPQZRQOKbYOuGpw+1ECeFzSNIcsqQs9iPGiHsOsyJw59aGo818O2bKLYobIsdFlzc9M6dBaOAWWTpzlR0NLPjd8QxxFNbbBtjzyv7haAR1lWWFZDWZU4jkuWaTBg2RrLbiNHdG1T6xrLBt2URD23NfxpDHleYszPJTxVXWCMQ1GCslpA6vkOsT9ld3LC+rbA7RUYVWDZPpbRWJZDnUUsLjIc2+Lm5orhsMc2yTnYP+Lq6paiMGSV5tHjHmmZMpr6ZHnJMIhIi4q6dnn71YLVrCZyhwRTzXL5Bjdt5wkdVxGoGKsaEFgBebqiTLcUSdKyljatKUpT4Zc5OD3OX53iej5uz4OmYbVqZzRsxxArj0KXZAmAomlKon77APIDl7p2iOMQy/EIeymhH7E79Qk8TZotce2GftSjKWs8N8BRiizZUnoDmkJRZBrHtUnznDJPcVxFPm9lCkmdYwxkaUUQ9FoGqWcocshNBZXBvYuIaVRFnWtU5ZDqjEq3YdSNaajKCt1YKKehcRsiQizL0DQllrJwnLYT7wcxN4tz6jqnznOSNMHzPTwvwnVjDLRASDXYdk2aZPT7U4qswncC6iKhNhWlrXEsnyAecnG75IPxAZYqsVhz9uYVvWhIVVT4fkid+ri1g1OB5/Xx9yNs2yHoTVittvyzf/q7fPDJM1xLs0q+ZffoIdv8LTezr4j7AZ998hDHyqlLG88fM19cYPQWx9bs7hxwfvEa23FplMUmLXD6PnVjoRtDlS9xrIY8yTg6fMh8vsSyvTtJeHveytJg4VNkEAYWtlujG43lujRKE/WCu053jev6GNPOzWrdzh7H0YCsTtG6AQMuLo7xqYoKTY3GoRe6VFV5N0PQGjs4XkhR5yi7QbkW23zDYORRNxnKtWgaODtb0B+MGU0tlKXA+MT+LrpMSNawWWWEYYRlwXqbYtk2WZKia8M22ZIUPULfx2QZgethOz7z69YAKS3WrFYFT58fMJvdACUow3gccXoxI3YOsQJFzAZLabSqSZI1ttIEjqHOlpS+YbVR9NwjSv8hxfBrZvMXvL6o+OzfOeHqak5e93n84QQ/NFxcbjg5OabIasqidT2uqpwo8ijKJT3Hw7IUuk7RdQVOyVX6kv7OCWXZJ/QH7E366MrBcSxW2Tfk2znj6YCg1+fmNiNNc3YnT1gsbrhZXFBVkC1TlKVxdmIurq65uijBWZEWS2zL4uPPp0yPGl6/KAh7I568X+Ioi5tzxe7umKK5xtQZ61VCGFsUegbGpdgsaOqcYf+IYS/C891fvHn898efeTRNwxdffMGnn35Kv9/nzZs370Q7SBEDdKBNpFLyMzLXJIyVGFrInNX19XX3fTFCuR+HcT++QECNMIf3zWJEtibMljCfwjSKTPV+cSdshLCUEoUgTKhkPJ6cnLBYLDo2QQxBxFhoPp9j2zaXl5ddUPvDhw+5vLykrms2mw2PHj0iTdPu+8KgGGN4+fJlZ2Liui43NzdMJpNOAheGYfd5JF9O8u8EiAsQdl2Xi4uLjjUTZkYkj8A7US0yU3Zf2trv93EchziOERdQx3HekbHKXKkUqQKARAKYZVk38rBYLNjf3+/ARZZlXYyGSDSloJeCX1hYARwS4yCyVQGS4uB73yTqfuC85Hfmed7NFPq+3zFd8rfl3yUH0ff9jqURpkncbZ89e9Y1Il69esVwOOyMhaSpAW0AvUgVpRj/nd/5HT7//PNuvYi76+vXr4njuDNiEdB+c3PTAe2DgwMuLy+7CI8kSbr5QZEpC+h/8OAB8/m8M0a6b/gk948AT7m/hD2Ue1vUBKJIEKAmTSGgaxoJmBTZrVxPkblKU0hef7vddnOkAm7fvn3LdDrtIl1EkiqSbpFhW5bVSTzlPpZMTDnPvu9j2za3t7fdPOliseDp06fc3Nx0z7jhcMjbt2+7GU15BjRN0xk73TdwEkC+s7NDWZZcXFxwdnbGp59+yuXlJWVZ8vTpUzzP6wBiURQdcyzgVEzIZP2K2uLm5qZzW+33+++4887n8w4AhmHI9fU12+2Wk5MTbm5uePv2bQdOgU5uf3t72zUkLMvio48+YjAY8ObNG6Io4sGDB530dn9/nyRJurnSKIq6hkySJJRlyXg8Jo7jbn38ouMvNbBsH2AeWVbiuC6242A1Gl0YdodTrqo12jQYFEVR0u8NaLRCGcNquWzlFZ5L09SMBhMsx2Y+m2MZg01riBIPIghcrtYLsCDPClyn7eQ0pkEpC8fzsNyfP7Rb6YtNXZcUZYrrRFRlhWmau0w8yLIcjHfHyBigociLbuPyvICiyAnDiLKoGPZ7lFWBpcD2FEXRkCxKPnn6iDI1VGXruNkUW1BtoVdVNRdnN6zXOVqXrXutNjSNwT5xMFjM52uC2EY3rRSzriHLSrLMsE4KHMelSFweHD7k8uwWw5bJboyua9J1K9u9PJ9Tp2t2RgfoIiNLSrL1hqoqcAIHN3BbwFVV9N0+lvJI05IyW+DaDca0WYRNY6jrhjzXxPGwNYPRNfHOkOX1kl4vxnHh9mbOaDJmOIywm5jF7RJFTZpu0bWLHVo8ffK4ZV8tn3AUojNI0pwybcAqcAKLumxoDDjaYBrF7t4OZVExny+pqgYsQxQHuB74gYuyG7TR6Lrd1LEVaZHT2G28TFneNSdsRZ6V2CjyRuMM2o3MmAZjaNeM4+E6PkXVdpxty8a2nfZ1mwqtW6nZ4f4h680MZTXYTusai1F3xVLQzvxq7mZKFbt7e0x3RvTjBl3lpBsHdzSiqUoC36UooFWxGhzLxigb34+wHRfbUTx8eEAYWHy4/5yz05pvfnzBx59+n//6d/6f5HXKcDTlV3/te1xe3LBczsm2Fq7fSoCvrm/xvB6rdQquaR2OsxLl+ViW22ZvqjYm4/Liit5ghBsGbDYbAs+hrrcEfsiwP0RrxWo1Zzj2qbTGsh3yIqMocxy3nTVumraYiKJ2Q/F8j1rXNKZhOBpR1jVv39ygcHBDh+Vsy2HYp2kUy8WqnWEIW1ltqROCMKQxbdZsawyisRSEoU+xbdjZ3SEIfEyTUuQVaJ+1KemFAY1uC7XtuiKIfIJgQq0rLKXxIgs3cMkrTa0bjg+PWMyXxP2YvMro9ydM2aUoEq5PG8LwhPVmiTGaamtRK4PT1+A1FOUtVWXwQ4/Z9RnDwYDN/A29Xp/1tmB3MmZnusPZ1xo3CIh6DR997lNWiodPY159t+R43KduNkx3h2BpapPj+T6WdWdm5nqURUZuLqE2rBKXNF9T6DmRv0cc99C5RX/QpxeHzGdLrq9u8PtbGnI224KkKDG6oi5zLt62HfdePGS7rpjsHzObX/PN168YTvY5eRRzfnXDr//KE8qmQKmU/f0pdaXw/Jq9o5LtQlHkitvLEkxMFGlGwwOqZoFtGwI/YLOyONx9BrhYNjjOf6cYx//+uHfIPJ6YZYjZiUithPURICbSNmG9LMvqnCVHo1FX6InkLooi+v1+B6aAd0x07oOH+06gMltXVVVXbAozKUoIAZoyKySSMwEUUoCKpE2MP+R3mqZhtVrx/e9/v2OypLCUQrwsS87PzzsWR15H5gsBFotFxyhJxIKwtDJvWlUVjx8/5vz8nLqumUwm1HXdSXIlVmN3d5emaUjT9B258X2nWAGF8hoCJsV0R96HOIpKtp24jNq2zfX1NdPplMFggOM4zGazDtRCW/A/e/asmx2TuVp5TQHpwipCW5zv7+9TliWz2aw7X2LmIsyevEdpEAgYFTZGVGLb7bYDNAIk7zu7yrqRaycyWZHoCot9dHTEYrHoineRk8r8nphMybze/v4+Ozs7nVxUPoO42sr6FTAqjLTIhh8/fkwQBHzyySd4nscXX3zBr/zKr/B3/+7fJcsyptMpv/mbv8mbN2+Yz+dd80aAaBiGnSRWGgdiUiMgTdblcDgkCALW63UHEIIg6GaT5/N5J4sUkHb/fArwlIiY+zEpEvPx3XffdZLNq6urjoWbzWbs7Ox0wFCYS/m78rfkOVAUBYeHh61x3Z3xj4BnuWflmSTPDWFHRYJeVa1vyvHxMbPZrGtu7ezsdIBbYoAkC1WufRAEGGM6mXkQBJyenrYKqZsbBoNBl005Go06h2WtNc+fP6euax48eMCrV684OTmhrmv29vYAOrMxMTG6zwKKMkGkrP1+v1tPkp27Wq24ubnp1u1yuWS9XnfMrkhjB4MBSZJ0DYgvvviC0WjUmQB9//vf71jUk5OTrjkmM9wyfynz5Ht7e91zVGZOJZdX1vifdfylBpZKKTzf69zTFsuCvd1dBtMxJ7v73C5OMc7PHbLm8wW27VKXJaYqOj10URTkdcHp5RsCzydLUkLfoyxqEpOBLsFtUJaiP4yxaFC2BZYiyVMc3WA7bic7aDcYRVmVhGFEnt05hOkapTyMsahKUCiyrAWLympnv4rCoOtWNuB7EQqHpqmpqwaFQ1Hk6KakzCuarc3Dg2d3BkQFjamp6hrVlORlfbdBFeimIIp8oGG1yEApfvCDPyDwI4LAZjgeYbSLbRU4ToTvTvjZT77Gj0LiyGPU7/HdV6/xXY/57Irp7pA0LWkaj8CH7baiLkp6cYmuLErdYFybotJUtUE3iqapKUvNdptR5DUN4Pg+RZ4Qhi6e51BVOb47BatkdpOS5xWOa7OYpyTb9O6BXqGbhuurG9K8JvBqyjqjAcbTfZqy3Vh3dwKWy4aiLEH7WI1FZTSWa7PNE0bDPlbt0JiaxjFs05S46bFYLDsmK4hCHNdpzYfqkjqvcF0LgyHyfYqyoNINjdYk2xzXdUjTlvXUugHt01SmveYNnXRVKQgCnyCM0XVDnhUYFJ4bUFUNkd/Htu+cSosU33OwHIWlNGEQsV6l2HYrdWpMjmls9h8+ZpsnWFYFGOazJaFrMxiEPDx8xu3FNZWuKJsNluMAFrrR2E6I70coZWNZhvnyLVntoK5tyts5yjLwfsa/8yvf40df/pjFes4f/OEPONx/iO/0ee/xr3B69YKyrFksV4T+iKpKCT0Xx3LJ8xKlbGxL4Xs9jC7AbYvGPEvxwoDpdNplu23vHnK+3+bHDYcxrudwcXX9TnHoxT6zmXRlNZZlCGOfvChpFPh+yPn5JWnVEIUejbLZ2ztkNBhRV2t2dw/uHqI5vutQ1FULQB0PrRssS4HSaN3Gyxgser0Q3WQY1aCMSxgNMLVis06Jo5iy0niuy2aVY6yWgdc1WHZDXWuabmPJ2Nvd5eXptwRh61LsOzHPHnzC9fUFZZmhiopBv5UbKV9TpCWptUIVa8qywC9dlrNzsk2MoeHhoyNCb0LY65NmW7K0ZDDYo2pmuG7MdruhP4h59uwhpa45Pztj/zii1il1kxF5A8pSk6Y5URSzKVY4boWuQix7wOXsBdPdCKuBZLMlCsakxZZtsmLSP0Cp9r7fbA2ua9HU53i2JnAbgnBAWSlqXeOPwPMi9p4f8ur1F0RRxMnJIZ/oBxhnznKVEUcuuiqYTi20uqYXn2BVAZNJgWlsjg4PWK83uE6E0TnHR4+Yz7eMRztsNhnb5BqsNbb/b695zy/7kKJvu9128kpxLDw8POTy8vIdllAkcQKg4jgmCIJu7u7NmzedZFbAyH0WA+is8oX5EXOL+0Hr9yWXknsogFPYIimQV6tVVwSJ8Y/EkggjJ3OWMot2fx7tyZMnSKzKfRmhvG+Zs5JiUOIffu/3fq8reO8zMCLr+/GPf9wxkiKf8zyvA3XC+IkcUApHATn3Z0c7RdPdjKMAfmEF4zjuZMXisLpYLDpXTwleF6MTrXXH9AnTJPOdxpgu006Aj1y7+3LMyWTSyf+ALpZkPp+3Hhd3maKO43SgSAAO0IFGYXJE9ieOrrIm7jOx9wG9rD1hPqWglwgOYZuFYb3PSq7X6259CPMmc2ayvmT2uN/v8+DBA2azWceqyXsRVldAhVKKy8vLbnZ1eUdsVFXFb/zGb/D7v//7zOdz/sk/+Sc8ePCAIAj4+OOPefnyJXVds1gsOnMcYUJl3QqAFSAgoDwMQ3Z2djqmbL1ed2C03+8zHo9xXbeLgRGA77pux/YJAJS1AC0gevPmDVmWdYY3jx8/7pyLDw8PO8mx5GwKGL5/nauq6s6xgFC5V8SQR9awNBbEaEjYejnXMvOdpimHh4d88803XfZmGIZ88sknvH37tpvP7ff7XUxMlmVdxI6ct8vLyw6APnv2rFvTcp1HoxFa6w7s9/t9Pvzww+5ZJyx9URTvGBLdn7mUa/nq1St2d3cBOofd+68jIFuAtKxF13U7cyNphkRRxOHhIT/72c/o9/u8//77ncJhPp93c6Sj0ahzC5ZrpJTqImXk/n306BGr1Yrd3d3OLEpUA3/W8ZcaWDqOQ+C3Acu3txFBYLEwNwx6fQZBRC+OyVSC0vqOKVIo1dL7ta66B5tlWeRlgfJsalujnYZaaSqjqTxNqQuUZ7UB5baLMj/XYVdVhW40aOsdVzu5aTzPwbYtHNdiu10RRg6e66FrcGyvBbk02JahaNphb5TBcSTgOce2HSyrZV0xFnVloUuHj568z9HuPo1qWG+vSfIe5Z1RiVLt8HCyzagqTVUAShPFAQZz1/EqMMamSHt88dM3HB2PePjwgK+/fEUU7GArh8s3Nzw8OeHk8JjJeMDt8pzrqyXrdcKTx+9xdTkHy8KPXG7nc3rhGCyLigZcG+XZVDQ4votSNsZYeG6IsWC7SWjqBs9r7pi3hqvLBSpowLjUtQ04pE2D70UkSY7jWHh+K4G0GoPn+kBGQ8ByVTEIfIyB9WZFfxBhWyGm8tF5xWJ9w5OTx0yDMf7Ax1w2JOkax3fxCjFEMHfmLnXbAKgqjKmpqrp9L3lGFEdURlPWFUZxx55BVbXsqwzf51lD6EW4dozBwlIOmHbOIwp79KMBZaHJ84qgF5FuN5hG4SoPS7VuxK4F2ywH3RAEPQxwdHTUsvSOzbPnH+H7Hj/60dcMRyOSrCBJE548OKZKM/JsQ5GvePLwEV//+FuMrmlMhTIKrWs8125nPrXL0eExO7tj1smC5WJFenkFJuP/8//O+LW/9mscjqYsE5n3WDAK96gLm9HgCbVZsUkzknyLF7goDb4doB2D5XgoS5EmKWkiwdqwTROCfh/3Trolw+Zlc1dw2hbz+YzRZNQVUNJ16/Vc+oOYNM3uAGKN41loUxHEPZaLLUHYZ//BmH5vSJYkhKFDsl2jTAWqwXM9RqNxe682ppVBZ+3mFoYBvheitUOZp8R+SF0alO1SFJqiqFAmxfdClGXYbFfEcURVF+28qGXjugrbCfEcB2VBVm1YrdcUec52s2G9zvHCEcPxkL7foxc6vPdXv8/p6dfokyk3N3OyTcJ8uaUqap796ntcXZwyX1ziBAGXF1t8f8R4PCArcxxzxe0yIXI9Tl/d8NB7yOGT52w30PR/wnpTM52MWC4V/f4ETIFpDKZp2G4zMK00StcGy3Ko6oYyhyzZ4kcRQeizus2YTCZYtk9VlwyHU6bDEyx1TZIXqGhKHITMFwkWCeV2gzYJSdYQDXwCT2G7KcpSPHlyRK0t4mjI7bIkHo2YTHo0zYbRKGKzUdjuMekqIk8dPvnkMTe3t1hOzXgyIPKGLNYJy8UczxnhuzFN3bLZrtdgudm/sb3pL/vheR5RFHF9fd3N2En3vtfrvcNG3J9xEzZCgsbvy1iF0bxvbCLyWSn+4d29VYpHAU/C8slMluM4+L7PfD6n1+t1LKn4E8jspgAMoPsdkdIKywd0jrC/+qu/ysnJScfu7O7udq8JbQEorpDyPvv9fvc57keefPHFFxwcHHB0dMQXX3zBYDDoWKhHjx5xcnLCZDLh6uqKm5sbNpsNz58/78B7EATMZrNuLk6YOWEGBXgDXTG9XC67wlU+0/X1dQdyhJESubJkPYp88r4cUlhCMeKRbEn5vjCRT548YW9vr3V5v3OiFUa1MyvsHMGjDjgKeMmyrItGEMBxX8opABBa+fX99yCgUgyXwjBEIjsEMMqc3/3Pf595BHjw4EF3Lt577z3CMOQP//APGY/HnXPp48ePOyOjPM85Pj7mm2++eacJIkBejul02gHy+XzOzc0NWmv+4T/8h/zWb/0WBwcHfPvtt9R13bkBa605ODggz/NOQSCNVWnOSP0qQEQYziRJuqaC3JOy5qVGvb297aIk7u+tInm/n/8pXyW7UtxdhSkTdlTucc/zOkAlz4j7qgBh6+Sai8z8vsxbGiEybyrzu7L2xVxJZPGSEynXKY5jJpNJtx5+4zd+g1evXvHo0SMuLy/ZbrddjMuzZ894+fJlZ8R1fX1NHMeMx+NORi2ZkK9eveL999/nyZMnnZnUYrHg5OSkc3OVtSsGRtJEkHMv51peJwxD5vM5h4eH3TNlMBh0ag8xOBKwL6MDAoYlE1jGCt57771OLaJ1G220u7tLnuedJL/f73es/ueff94pSkajUQdAZb5d1rLcQ3J//qLjLzewtB0ODvd59fINi+USS9UsUKyXa4aHQwLf53Z1S+CIXKTE9wOUMVim1WHrpu2OWraF7btkacZoMiLZbNgmCXiKsBdRaY1jKaqiJvTbeQvbdbBdh806wbZqlLJoGk3TaFzXvpMYZJRFQ1W2Nr3j0YhtkrJZp1RlSRC2DrBFXeK67UNJ1xXmbs4y8AMaXRH37wBTpnGtHlF/xL/3m79JUxWssiWonJvZWyyGBE5AUWSkWdLKSysIfJ+qyilyjWVb6KaiaSpsW3FxPmM0GZClFl998Zrb2yV1ZcjTkrqsuXZmPHvyiC+/+Bk7BxPqymEyOqTIazzPYbVakydrVOPhuf222K4VgRdR6hLbtWgweEHAaDzCu/DIy7YA70Uxxui7rlM7AyvMoGN7JJsCx24wvg1lw2AYY1ntOTeVw3KeYIxH0/j04h7Xl2eMxwOMaRiN+rw9u8a1+rhKEfQtSjbs7u8w32zJ6hrLd2hs8ILWfr3WmiTN8TwfXTd4Qctq+pYHxqNIM8q6at1by5KB52KMwrZd1F0mY54W1FpR1zYVEAY9jBHGUmEph16vj+e3jPk2S9B1QxjEOLaHMhZZklAUG0aTiH4vIiszxqMxZQGT6ZTb6wWj0YDd3RF+oPjks0P8cExV7fL61U/48ssF7z99Rmhpvvzy93l08DHjcZ/F1Q2Wa6MsG6tpC0JLOZjGRynrbiB8w3SyT0/1OX35DeiIf/Rf/R7/4//gP+LVzT/mcnWBzud444BhdMzXr1c0TkJ/MCBJtlgWpLMMx3ZJsoyibqUVqjIQ2ZRl3hVE8pC8vr7u3AHrup0xydItpS6Iygrfb5m+tjg0bJNNK6sJPEzToHy3ZaQdCz8ImOwEeE5EUpWMR0PqImRxe02/H2AR8vr1a6Y7U6qyRlkOWoOq2gImimOGgwnz5Rxd59BojN9uiLqxcG1FPB5QVRmOW+P6Lkbb2I5BWQZlW7hegLIslosVy2VCbxSC18bFhGFIstnSNA4Q4DgWutlwM1ujmgRTKVzLJ7B7WHqNY2o8z2azzDh/e0HUg5vbFcYe4Ec7zFZb9Ntbdkix7DFWb4+//tf/B6SV4suf/DHjHZuqCYgGOReXLzHNCK0LNpuEKHYIgh7rZY2uG/q9PuvNmul0zHq7YXd0zPVlQRzGKOXQCya41oDlPCcahDiez5df/zFRz+XbFz/l2ZNPGPT2yNcPSLJX9IIx/WiPrDTUKkHZKX4AipqysgiCXXq9AWGvj7G2JMmc3thivTnHs6fE/jFWXLGyVliuxrFj0DvcLF4QRxrbdtmZPqIuPFQzoMZlGI3ZFi9YbW7/je5Pf5kP27Z5/PgxP/vZz7i+vgboGK6dnZ0O7AhwEZZSjD0E9AAdW5FlWRc1IXETMvsohZeY40jhKOBNit/7kkhxMhUZ6GQyIUkSZrNZVwRL0S3MkTxvhBmQeA0x/hCp3d/8m3+Tsiw7Y423b9++M7sos0hAJxW7z3xKASmzlwIwb29vu7nOqqq4vLzk+fPn/PSnP+3krru7u52EToyBpNCWz3HfwVIMjabTKaenpx3rKjN4wugIIymOu8JwCVgR+asABHGEVUoxGAy60HUxKjk7O+sYP5GHHh8fs1wuO8ky0EWbSFyKnHcBscKUCUsrktr7uXwiBdxutx3QLMuyW3NyiHxTinC5TmEYdo7AYjQ1Go26ayfyzul0StM0jMdjDg4O8H2fjz/+mMFgQFmWfPHFF/zkJz/ho48+QinFH/7hH/LBBx8wHo872bI0Su4z+nIPbDYbdnd3CcOQb775Bsuy+Ht/7+/xt//23+by8pKLi4sOZMn1LMuyA3DiAipzr3Vdd7N4QMfq399bLy8vu9m9uq67zEVh5kWeKX9ju9128lWRrsp6FqdSUScIS3l7e9uxjC9evOikz/ejeoRVG4/HzOfzdxyZhSETJliaUXLPSeNE7gFh3oUtFHdlkf3KM0zA6+npaddokrVxn6leLpe8ffu2m00UNnC1WvH69Wvm8zkPHjxgZ2eH3/7t3+7uZwFuvu/z4sWLbm5SGjYiJRZwJ3Ezy+WSZ8+ecX193c1HR1GEZOLKbLXIbn/605/y4Ycfds668/mc0WjEZDLpDLDks8kseb/f70CrzI3Gcdw9t++zwvIccByHy8tLBoPBO0oFuY6SwSlZn7/o+LOFsn/BD2MaAt+iP4wpK8P51ZaLWcrtbE2yWDHwIigNulS4lkMY+ChT4zhgexY4UJsaL/RAKVRjE/oxSVpQanD8iKpQ5Ikm25RQ2biWi+95WAqqsqCpa0Lfw1YG1zG4ToNtlSTlBicMgYB8C31vTFNrXM8mjkMct2Uxq7uOWRh5WLamMQWqcahyRb6pybc12VaTbUv80AcKivWSZwdH+KEhK9YsFzPSNOP2+poyW1BkM95efk2mZ/SnLo6vcDyXujEY1T580k2OLhuqXFNmMLtOuTjbcHmxpsjAUh6OHaIIWK1KrmdrtPKYz1KSZcF6nlBlhjzRlJmH1iFYLut8xVYvaawcPzDEsUNdpNhGs81vyfI5LhWmLonjgHW2xPJdtFLgKJTbmg6VZY7jinER5JWhxlDomrxquJknbHIYDI9xrB6H+7tU1ZYgClG2Q284wAkMXuigXJud410mxyNusysuly8pzZreKGCTblG2QdPKc6O4j+OEpFlNnhUEToguFI5ycOyGKAywAMsodicTbNOQ5yWOFZFuGoqtxsHF83vEgU8vsBkNezQNGFOj+P+y92e/lmX3nSf2WXsez3zuGDduzENGJpNMUqQkS13lUkFQA1VooF4MA372s9/sv8Mvfrb/AT/UW3W1ytVqtppiURSHZA6RMd353jOfs+fRD+euxZsCpAYMl2gK3kCAzMyIuOfsvfbe6/v7Tg2aaHAdi7rOidYLfM9AoyLwAuqyRRgtRSlA89FNA8vSMBuHKmkJ/T5JWvP40RM+fvqEgRdw+e6EnXBA12jpew0vnz5mvLtPVNVotkfVaKzLCaviPUm+gdJArw20WmC2GqYQlEWG0AtaEdHpBjStw/1n99HCgMkKTk8yfvwff0ZX9yhXLjeThEprqFqN3d0Az7aYTxMEW2lna+gUt0qBuqjIkxTdNNEtC8N2KBswTIem1qhKcJ2Q5SKirgW9wQDD0qkocVyP2Vx2wulUdUrTZmhmSyVKsiojLlKKtqUsoBsOt5svA0wXhp0QTwO9iMk3azTdocZkMB7TiIbuYEBWNNhWh6raVn3omkVVapRFyWoVU9UGN/MVpufgOzaOaRKvIpJ1SZ0bCN1hnWbUAhq9Jasz0nJNXiUUVUmSFZx8mBGvdJarNVfTM9BhNAhxyWiyDBrBYrNhFm3YFA3C9vn40+9z7/4DdsY2R4cdJpdTLs6XTGYJA38P3/Cw7II8X/P15++4/KCzXLqYfpfJ5j2r9AssJ6MoN2RpyWpREgQ6RTthsGdQtzVC+MRpwaZaYYSCtF2jOyWmV+GEJmfz98ScYTgJ0WbNPJmSlaDRZ35Ts5xVBMEuvnuPh/d/RF40LOJL/MGQdVqiGTppOSHotriBS9NaLBYNZelS1zqb6Ip1/AV5doKFgWs45EkJTU0Uv2cy/w2L1Qw/7FO2KcvknDcf3jJZzcmaDIRHvLFJExi4T0iWFYNBhwaBZe/8Dt9Ov9+H3KTIDffZ2RkXFxdMp1PVm3dX8hcEgWLS5EZQbrjkIZkxKdWUICKOY7V5uVsHctebJZkZ2PZHyuqKJEno9/sKjMrNmfTYAarTT07Z5eZcSrvkhquua+bzuQrg2Gw2TKdTkiRRya2bzYa3b9+qFFe5yZYg864HUia2zudzrq+vubm5UWDwrl9QMgXL5ZI4jlmtVt9Kx5TMr6xqkAyStPFIVkQGjki2Qwa4wG/tQJIxlBtFCdLugrX5fE6WZWqAsLe3pyS/uq7T6/UUu2kYBvv7++zs7DCfzzk/P1f9g3frPqQPUYI9KYmWa0YCQtgy1nc9ahL4SElsEASKhZI+MunblBvkuq5Zr9e4rgugJIOSyZaDC1mZUxQF3W6XPM95/vw5n376KZ1Oh2+++YadnR2Vsvvq1Sv29/fVsELWwUynU6IoUoBSMuVyYCJZYFnL8/z5c3zfZ7PZcHV1xV/+5V8qFnc2m6lzNh6PcRyHxWLxLZAqv69cJ/J6yM90l72SwKltWwaDwbfYRwmi5DmQ7HFVVSr0SDLevV7vW3JZyabJgYFUKezt7amfdTfY6G4nqewYbZrmWynGkvmUQFcCaHnIzyQHSmmaKlnucrnk8vISIYSS1ctnwHw+ZzabKSnwZ599xuPHj5W0//LyksvLS+bzOcPh8FuVIV9++SXz+ZwkSZSf9Pr6Wnk35c+WIFKyzVK+HUWR6omVsnyZLCyHN8vlktlsptQeMqhLdtq+evVK1bHIIYOmaarORYJECfik13U2m6m6IclYN03Dzc0NZ2dnrNdrFb41mUz45ptvVA+uHE7I0B7ppYdt8NE/dvxeM5ZN05CkKb7voRctXlHiWhaO69A2LaLV8N2AOM7YZDG6IRgM+uqhUhTlNjxHbF+C69VWTiNfQKZpkYliG2rRQFXW+L67LagXOmVVUuQZGhrQIuptaqjQNDR0dF2j1ASO6zCZTemNLNI0wzTtW+lBjmGC5zt0Ol1OT89vZbI1ArGt2WgadF0jSXKyMkfXTYo6I/R9JvMbiqqkbhs20WarjS/PGe7s43mC89mETtcE32U221CUJWa9ZYQsw6auc2zNYrOK0U2NshK0tJiGSVHkiEanaWA6XWCYBnXdksYZpm5RlYL5bENZFkTrBMtxEZpOw1bWCg1psfWmIKCsStZViht66KYgCBzysiQuWvIyQ78NUTJNA5oWTROs18tbL4Ugjmt2whDb2cooHdfG0Ts8fvho+yKvYyZViu1YZHlMXujsH45oEFCHZElM3VT0Bh00vWUTrznYf7hNFEsTDEOjaRtMwyaKE3y/Q7xZk2XprR8jpdfv0Zbcdk6WCFOnqQ1G4x7LWYTnubRVARR0eyFN1eDoBr0wpCkqYPu9ZGBT27TUNVRZgdC125dDwyZeMxzvUhQZRbVGq2pMw8c0bYajLqZtsTvo0mQppyc3jAZDDM3g/Po9fs9AFybDbo+6aGiLEsdxaWjJqxTTEgiAVmwZ1qqGtqVuUlyny6DfwbR1isJAN1ruPzji/GyB3/X58U/+ip1H9xj0dtGdDmm6YRSm7I1DimJJx+1ycnnGeDyi0wk4P7uk0wlJ44S1FrO7N2R+6xVxXYGmbX0ycZzcTuK3bP82SKG6nbxx6zFZommCqm5ompKyqUHX0QwD39n2TWqaIE0y0jTDcz3i9RrHCkizlGEvxDRmWPb2HtQNffv/863nuCprer0uQquxLZ/5fEEY9qirFtCIoiWbKEeUEY7jUtQ1RVESsP1MpmmT5SWa1mJZLvP5Cl1rqEodx+lxevqeJMt49nKXPFuSpXO6fhffskjTnJub6VZStonp9Qf0x13my0uePjqgbldcXF5g2CapnrBYpMxW2yL0T//oI7Qg58XxMVGyoqXlZnrFJpnjBwaeF1A2BXm+wcRgUSacX2QcW0NWS6iKkkavaGhBb4ESPzDJ8g1x2rLcFNjONuV3Pt9wsHvAzfSCfucRlulR5BX9sYXnGnjhITeTlqxIqcyGweg+WbJitd6gmQZxljKZxJRlga71CHsWokoo6jXrVcpiAqZT0et3MT0f112yXF/Q6XhkWY0X2JiWxny6pDVjimaDWVtU1VZJ8Db+K9bJkvRU4PiCKq9+J++lfw6HlFjJonkZcnOXIZLgQbKKe3t76t0qAZEEFrKeRHp55CZUAlDpf5NMhQSdUmIrN8t3U19lsMTZ2ZnyksmJvdwYSTnb69evFfMCKDZHBtPIzbmUAl5fXytPpUy3lMyP4zicnZ0RBAFhGHJzc6MYRtmtKGWo26oj81spm3eTTCeTifq5MklVyiFlzYX0BUogL/2BMoymqirW67X6fVI2uFwulb/ubvqnEIL1eq1kpVVVKQAj2UfP83j+/DnL5VJt4iXrLIvlASW7rKpKdU9HUcT9+/fVeZWf3bIsVqsVvV6PxWKh5MKynP6uX1SeB1kTcTfVt9vtqo17v99X+zUJwKUEUbJkkrkyTZP1eq0YYfnnJCAbj8dYlsXBwQFZlnF+fs7u7i6GYfDu3TuCIFDVFRJsSX+tXHvykOtagl7DMBiPx6ruRtM0Hj58yPn5OWEY8p//83/m+PhYAb84jhmNRuzs7KigqdPTU3Z2duj3+5ycnKiaE9M0VZ2N9PTK8yBBzd3eTnnNJUCVycbyO0nWVSa6SoAnQZQExDJc5u6ARa5hx3FUt6VcG7BlHOfzubqGmqYpICmHF/L+lddQsqNSFj6fz5Uiwvd93r9/TxRFPH/+XP09sndSDoWKomC1WqmOx/l8zuPHj0nTlLOzMyWLvr6+Jo5jzs/P+dGPfoSu67x8+VKxoJPJRMnu5fNMrrHFYsH19bUansjnmLznZHqzlDWv12slbZ1MJjx79oyLiwv29/eVz1gOysbjsQKedV1zcHBAFEVKlh5FEZeXlwrIy0GflBbLZ5jv+4xGI7rdrpLhSqWI9NbeTWWWcvksy1gulyyXS+Vf/seO32vGsqoqok1CWVV4ns1g2GVnb0gQbIvktzUWunoI2bajLnCel9vAiaK69RryLU38Vq6SfOthsY0cr6lr0DSTpgHD2KZHlmUBtDRtg2GYmJpAo8S2BK1W0Rt3sV2Pqqyp6wrHNen2fPoDl07XIctibNuiKhsc16aqS3q9ENezQbS4boBlhuRpQ1M3aHrJZHbDfDklLVOKumAZzZmubljHC+aLK5oyocwjDFMADVmWU+Tbz2/cTk2kx6BtBUKYxFFOmpboms16HdO2gjDokcQ1SdyQJTpx1FAVOutVQlE0mNaWQpex4GmaUjc1VVOTFTl12xJnKUXTsFitQIeqzRF6je0IbFtDiBbT3MoeXM/m8ZMH7B/s0On6bDv7biseqBgMAyBnf3fM0dGQwUAny2bs73fxAh3ThiTdcHJ6ShDaNGyomwTHtRgORuRFTtOU5HlGvz9gvYrYbCKMW2+sYRg0dc1w2EfTwQ9cbNuk2w0IPJdex+fR4yN026JsdQxLw7IFSbJmOOqwuzcizzaYeotnW5iagS5+W+wtC3cN3US0FmXZYpo2ZVGiaYLhqEvTpPT6HprQKCqBMG0GowHdjkNdLuh2dfIywjC47WHMcL3tui/TnGKV4AubbJ1SlRq+N8TUXXRDo2nrWx/Sre+JljJPKPOc5XyNZbak6TlNk/L02UPCnsd3f/QdXn32isn1mjRa8vD4GB0o8gse3tvH1kwMzSDwOtSNQbczpNvpY1kumrCYz1csl6s7va7VrRRq6xeRkpe23Razy4qArQ/KIk1yQKMqa7K0oK5vGY47fXmGaRKEAd2wg2c7WAimkyuKsmSzTgnDLrq+ZY4Hgy5Q3953BpZtYJoavu9S1zlZltz6oB0Cv4smLMqyIS5z8qZCdyxaQ2OxWd2+XCqqsiXa5CwXKWncUpcmVWFw8u4GgclyEbGYJZSFQVNrtC2Evf6tN7WgqFuSKmWZz/jm5DdM5mesVtdURcMmymisknvP92hch9a2cPsuhZ7QPdA4eGpx9NCnN9DwQwPHNWmamrIWpHlLWrQkWYMfDul293jzZk6SuJyfxxSFQdsaTCdLyrJWScOzic56bZBlJnFsYpljqrLGsEoMO6GsIuJ0xTq9ZL45J0pX5IWGH+6C7tPpP2I0fsWzZ/8bitImKyAIx9hul8VmxenFKW7gEiUJSZHT6Q9x/T5RbFDmQ+KNR39wQJxlWIbLepVsJep1SlFEvH//BVeTb3D9lqLcsEw/UBHhOl067j3IOv9k76J/bocENVLienBwwL179/B9X4FJySzK3j75bpXgUYJDKY+VgPRuRx38NihIeu7uAhHJbkiwIHMRALVJ39/fV1N3udkfjUZqAyVlrxK8SiAlGbJOp4Pv++q5BHB9fa1CWfI8V6yUTGmU301+FhmcI1laWSkCv/UlrddrBWBlH+VwOCTLMhXYI8N3ZPKjlKfdZWjuJrzKzaMMeJHXAFDyT0Bt/F3X5cmTJ+zv7ysQIuWubdsq0LS/v8/R0ZEK+djZ2cFxHMWcvn//Xm1K5cZU1jBItkvK5u56USW7K20Psrqg1+vh+z7dblcxxtKrJwFhv99nf39f1TfIEBvpKwSUlFL+OwlMpG9vOBxSVZUKRZFhTn9/rUhA7Lqu8ivK6yfB2mazUUye7G+VnlB5PuV6r6qK6XSqrn1VVbx69YpOp8Mf/uEf8tlnnynW8/Hjxwr8P3r0SH1H6XHt9/uqt9QwDKbTKYvFQgH/vy8zlr/atmUymVAUhZIAy/exvF8l2JcMqHy3Su9qt9vFdV00TVPDl81mo6STdV0zGAyUp1K+26WaQIZeyftbJkPL+1xeD8niSeAmPYXymSTP87t379B1nclkomTrUl47GAzUfSl/7nK55Ne//jWXl5csFgvlIwR4+PChOqeyF1NWDh0eHtLtdpW0tKoq9Zml9Lzf7zMajVTg0tXVlWLJJ5OJej7Vda38ufJ5KQktKfuWXZXr9ZrVaqW+g5SrD4dDDg4O+PTTT9UwZjgcEgQBs9mMt2/fqvTnJEnU/SVBcFmW7O7uKgAp2VhZ7/Kb3/yG9+/fK7XAzc2N8it3u111v/1Dx+85YwllWVGXFWmeYVo2sL2QjutiGBZU2wdMC2o60DQtbaux7Wi7lUfc+i8B9dDWDB3t9qErpyZlUVJVNWGnQ1W2CG2b+Gia2q03zKEocjrd7c18dj7DC23yoqZpDTTNvJV36KRJgWn6LJcrAj9kOOoSbWKKpMDzti+n2Wy2fTFpFnFakqUtnu3Q6fncLM7RTIPNMmYVr6mbGtu0uZ7ckOUpWb5Bt9jWPOgC07AAHduybrXeXSzTQrQC3bC2peJphW0F1JXGdiihYVkOy8VmC8ArgWWZVGVFC3jGtj5FTuGapqEWLVWr0RQVumVurxEtVdOySWNa0dBoNYal42KAVlGUDZ7poWk6QkDb1jiORVkW7O0PcT0D19ewnRpNL9nd6/PJJ4+4vv6ChpjxGLK8Ja8qfGHg+S5Nm5IXa1zfJI62wHK92t7QaIIsS1jMYwTbmzmKY9pGp9/vUVcA22CmjtehKGE2n3I4PiBKF0zOTzl++ApLpOhmQrfn0w075OmGpq05PBiRRhn3DvbQ2hZLNylvH3rSIxOGHY6OHnN2/Y623XqA86JE07cP9aYt0HUDU+j4PWcrY8WjrXPOT98hWoHQas7OT3n44AXLN0vefHWOrsGD+8f4ZsBqmfLgyVOSTYuJj67VtHVL226DimCbTtzWDW1lcDB+wLvzX2DbJa1YsdrkPHl+n9nVEicMefH8EY2Z4dkWeVxBuKGINtzb3WX6xQLHCdFNCyEadAM0rWU46iFEjyxP2GzW7OyM2WzWlNWC/YOj2/CjRnlhTFNnNp8CDW3b4JoeZdFwcz3F82zaVqNpWooix9Ct25AIB8P0aMuStqjwLRutbHAtg6oqaQyPKErwB+E2PbkWCNGgaTq0NbouWK4WDM0ORZlj2TppFqEbOrats38wZhOt6fQ61E1L0OtSNC00LUka49gumqaTJjX9fp/xyKLIGyY3KzqdHnGSkK4j5rOEe0cjhFbRCo2zy0uSOLmt46lwOiarixkMSpY3M7RaEHaHjHaHxMsNgevzp390SLEUTKcGz17s43cb6mKJ47fUrLHsAYYhWC43XM6v2T/YZ7le44c6i/WSVVLghi5X5zFCmLTCpK0rqmILhltLp2w0NhuTpvXxgg6D4Rin6ZBFCYZb0R3mzJcTQmuAYY9YrFYc7g3o9nbIiwbd8kjSiCDw2USXZG2E37MxdY9yEuOFOm3b4+o6wbJN3MAAK8a1BojcQWgQhAdUxYZOYJCngl5nhGEIDu9ZRLnB+w+vce0VWRZRljV5VdHxdkg3LlbTYeg9+yd/J/1zOWT6qQwFkcwFoDb0kj2UzIHcAALfqneQwEMyUrInEvhW4qTs0JPSVrlhkiyfHIRKSaXsoJPshvQ3SqYiCAImkwn9fp/d3V21yZJT+/PzcwVeoihS7F632+Xy8hLTNJnNZkqyZ1mWStC8Wxei67ryPtq2zfX1NQcHB6oKQhaZy58tn3V3g3lkEIfco8jPdTf9VJ5byYTIYe7dRFa54ZZyO0AxH3cZZNklKhlYCRoBdnZ2+N73vse7d++URFSWxEvfmOwDlSyk4zhqAyx9jIvFQrGFcvM+GAy+leYpAfhkMuHw8JDNZsP5+TnPnj1TNRDdbleFyVRVxcHBAUmScO/ePeC3/jzJDElZ5cOHDzk5OQFQg4C7v19eN+k5lIzo+/fvge2e5t27d7x8+ZLJZMJXX32FEIJHjx4RBAGr1YpPPvlEree7n0PeK3cB5vHxMZ9//vk22O+WBXr58iXX19cEQcCLFy/UvSSZwSiKVPKs9I7K+0sIwWg0Uud7s9mwu7urpNRHR0dKUisrUyQQld9PsuvX19dKNnz3Ht1sNt8CplKeLtenXKuyV1OyxHe/u/RDDgYDJW2W949lWezt7SlwejdwRoJTyaRnWcZwOGRvb4+yLJlOpwyHQzabDev1mtlsxtHRkXqGnZ6eqntC3gPy3MiKI/lskKz4H/3RH5GmKTc3Nzx79kwNGeRwR8rAJ5MJ0+mU+/fvs1qtVPiOTO+9ublR0nMJduU6kCBXysr39/dVijOg5LaDwUBJ8rcJ+V01OJMKEjnsCMNQ3dPyWl1dXX2rKkpWu2iapnzf8l7udDoIITg+Pma9XvP1118r8CsHDuPxWH0XqVj4h47fa2C5nTg1lE0JukZDQ1lZFJpAiJquH+CLAt1osW2T9XpFUeSAoK6hadpbw6+r/BtFXqBrGr1ul7KqyIqCVtvKFsumvJ1CaiRxst0IOg5tA7puUOQZuSHwPIc8TSjyjJ2dEbNlQlpkpOmWWc3zAss2Edq2t3ALUAVBaCO0iqgpaFsNyzI4ONhnOt12SS3mE9Ik5/7DAwxLo9UgzTPiLCXNUwzDJCsqZrNrgsCnrQWma1K3NU1dITSQHVyCbSWGpgvqpiGJIlpACIOiqLDtbeJq20BR1LSNRlNpNJUgrxuydMNw1KHIK3zPY7aYE4Y+dV2pBW6YJi1gmAZVXbHeRPR6ITU1Qm9Ba/ADm6ZuMIxtBHZdFQi9IQxdVssIz9dxPcHRcY/laoLnW5RVwaefPifLp6T5DY7XgJaiG1s/YqW1ZHmMZYEQLUJUCK0hCH2W0wghNMq6Ik4SyrrCD0IsC7U+HGv78nfsrXxlOrvBDxzCICBZL7h/OEJcJZy/e8fLj/6YqLygKjM2q5g0LrAtE9+1GQRdfMehzAtMzULXtFsZaottWdi2Q1sLRKtTVSVRGmEYJlXVYJmC3Z09zs8KHFNHN0vG4y5xtKLrd5hPF9R1gaY36LrHL375a37x17/CrHSGux2mkyXoLb3hDkWqY1oWWZ4Qb3K6fnh7DzQYty+LutrWowx791gnVyziD6TZjKJxGI6G7H/6CdFsyYfXXyIcnZuLSwzhUNcJX33xJbbfR9cs1osZO/sheZEw3ulu1y4WQmgEgUeWJcTJNmFwsVxtZbCWtV0ntxLYJE2om223q+s6pFm2rVlZr8nzEsfdBvakSU5dabRNCwjyokDXWmxNR7QC6q2MvCxvazRcfxvgZRnQ1Ni2RV23uI5LkuWEjrcNHxImug5Cq4mTDaa13YzYjg76Nk3XsQz8TkBVlFDkW/m7btIbeJimge+79Pouvh9yczMnzAPQCwb9AZpm0e/3EFrDZDYlDANE24JmoCMYhgPKvCbKSqqipLRaTDzKwsQxdaZnb+i7I0w9p6lzep0BWVTiOCYtFavNnCzf9no+f7nPzWyCbmpohobQG3b2beKkxA87mIZDVa25vloTBDaFrdG4FqtljNAFaTplupzjWRsCxmh1h+5Qp6gWdAcNWbxA1w+JopQPp2f84NP/LRdXKyw7wNCXXN78mqCTgZHih12qssDvCqp2SRrbrJfQHwmCsGCdntI0NpbpM5mdsJivGA+PuLm+Yjjss9ksCLoGk9kFXujS7XSwbYtv3ryhyiyibEM58BkFfRzHJVrP/ulfSv9MjrvJ5nJg+PdlsHdrBO6WcMupvKw1kO9WuamRvk3JPMgNfRRFKlpfMqWSPZGbO7mpyvOcvb09lQQpvUbSQyVBn5T8SZAFKJD46NEjVTp/dXVFkiQ8fvxYJXtK2af09hVFwWQyUb4+uWGTP0MG4gBK5ieZFnlOpdxPbs7lxlyeM5k2ur+/r5JPr6+v6fV630r2vJuGWpYli8VCBc9I+fDd8yc3krBlaBeLBY7j3Nb93GM6nSrf6w9+8APFlEjWSg7XZfCRZJUkcJB/p2RMJQiU3ZqSaZJBIpZlMRqNmEwm+L6P7/usVisODw+pqop3797x/e9/X7FK6/VagRzP81RyZZ7nSrInD9l9eleCKCWjchCwu7v7rT8rA1X6/T7X19dqKGJZFj/96U/56U9/qoCcBCXj8VhdkyiKiKJIeftkUMzdIcJgMFBVPZLxv3//Pp999hnr9Zpf//rXCCE4OTlRbP0vfvELxcDOZjP29vZI01R9DhlAI6t3ZHrvcrlUzKoE0XJ9SZDjOI4CKDIdVYIS2SF6NxRIytzlPST9ukmSqLUj/7wM/pH3pBzeyHtLCKFCiCSbLocehmGo54u8twzDUEDL931s21YydAlId3Z2FLOqaZr6b5L00DSNXq+nwm5+a3n7bXCQlBjflfBKeXjbbrsvZQrud77zHS4uLr7FmI9GIwX05P1yfX2tJL4y5VbTNCVflfekaZp0u11130dRxN7eHkmScHFxwccff8xyuVQDp8vLS7XO5eeTPs+yLFWdiGQx5Xq+ublhMplw7949VXEkpc3n5+eKmZahQdIOANtGAsnW/2PH77UUVtMFlm/ihQFtI8jSbVqn5tuUJiTRBqOoEHVLlTXkUUOZGjSFRZqUVCU0tWCzThGtgaXZiAZoajarGWWeUFcVTVlhGgZ5kmLbOoiCqsqwbZMkyRBotGWLhkaZlQSeh205xJucq/Mpw+4Qg5asTMnKgkYD3REIq8C0oNsLMAyNNMlo6hbNqHE9m6LcStJoDULfY9Rz6fcsxvt95umGyoCsromzkrrZ1lO0CKq6ZbZYklUVedHQlAJTh05oQBOjiQLbNmnRqIVBYwgwWlzXJAicW5+YQVnVxFGBaDSqLMPSoC4TXM/AD7bab8f2iONtjuFQ9gAAc8ZJREFUwp8mLCzLxjAEhtDQGnAMG1MzsHQT0WrUZYuBgSgbtLLGdnR6/YDRMCD0W4bDltFYJ/Rg1Gv5+OMuhw8qdL0kSzLaVqNtUyox5eT6ayrRsk43RHnOcl2i6ya+73B8fMh4Z4hoDKhsPLtD09b4XZusaChLhxadssnRzO3kznc9Qs9Do8YyYDzawbG79Ls7tE2DbpY4Y3h//SUHuyE9B7785U8ILANTy7CsDZbVkCQ1tDrXp5f0bIcyiWibHL2poSygKGjzHL1pePboMZYOtCVCb0BoZJGgTGuS1YY/+M736FkOIpljscYzK4adHV49/wMQLcJsWG80psuc0fEORhgymS4xrYrO0MQMbKL1HPIlup0T9mx0XUPTDCXnbpqWrCy38lLhMl+WRKVFadoIs+Dm6it8J8Z2z+kPBPGi4N1XJ/S6PSpC1lXOPE7w/AG24SFqQbROEQg6XZ+mgSxrSMucwc6IwXjMKopAaKwXK+JNxGa1IE3WtBSM9obs7N8jTms2SYphGSRpwu7uHmHYp20MylTD1kKaQlAWLXlRYpoOpuWSlQ2rJKPUdJaLCNuy0W1Bd9BlNVvjWjqGDqZuYBs6bZPR2/XJRY5ubUFwkWcIAbZtkaYJVVWiCUGd5/iug9bWVHlOWRQYnkdal+iugdu18XoueVuRlDFJs2Z0GBAOdfYO+jiujgDOzyds1imdTo/1Oub6ekpVCTbrnNPTCZP5Et0RuH2Tqq3JqhIjtPBGHbqDHUy9YHoz4/1JzXITous9NkmNbveIYvC8kL29Ph9OPmc+u8BzXOrM5vx9zMmHG67ON6xX6+2zrGgxDZssT9BtQZy3LNc6VS4Igpq2KtjpDhFlzGH/Y0T5kOV0QJN2Gfc7bJJv6PUNNK0lyzdEqymu0RBvllhmB007YDz4lOV1g6l5dDs9PNcn7Hg8enwfzxui69spvW7mVM0G17EQoiSKLuh19mhIyXnLMn6N4+XoWo7rCLJ8TVEnrOIVvn3EzfWGv/38r/nm8pek+v+/x/L/00PXdZXgKJkDGVgCsNls1MZZSlslyxhFkdpYy03U3eJ1KTG92yspkxDl5tdxHBU6IcGS3ARLD9P5+bnybsmCd0D9LMMwGI1G6LquJH5CCFWwLv85CALlXdvZ2VEBGMrWccuewBYwXF5eqmCdvw/cJDMg5aVyE+37vtrwSumf7OS7y4hIqZmUF8tOOdM0vyX9BNQGU4JMCWYlIyglpoPBQIF8GcAiO+6GwyGAku1KUPjmzRslyZVsmPRoPXr0iN3dXfUdpf/xbvejZKoliyu/v5QFSymylN5KOfTbt29VaurPfvYztWGWrK38nGdnZ4RhqPydEqTLYQLARx99pACV/KxSUrxer/njP/5jfN9Xa1d6FX/wgx+o75CmKYvFgv39fRV2I5kmz/NYLBaqRkPKFCVLK9kduS4Mw1A1MFI2+/btWzXE6Xa7RFHE119/Tb/fVwMVGdgi7z0ZiiRTf6UUczweMx6PVb2FBJcSDEkJsvSQyjqROI7Z399XrJVUGNwNdJKspfTrAWrwIEGfDIuSQFCuc6lAkOBRMsdSZinXiUyNlQyj/Gc5AJA1R5LxS5KE8XhMGIYK8ABcXFywXq/p9Xqs12slSY2iiPPzc2azmRpSyaRpGQQ1HA4RQnBzc6O8mXfl0EmS0O12OTw85IsvvlCgsW1bLi8v+fDhg+orlRUuUm4s1698dsgaGDnkePDggVJlCCEYDocsFguCIFDnTT4TZfWM67ocHR2xWq0wDIN+v6/8ny9fvlQybTncktdWyqLlMEr6Q+WwTA5LpA1gMBhwc3PDj3/8Y968eaPu83/o+L1mLBFQtyWB38E0DaqqxvWcbem4XpKmMX43II22D++iLKjrCk3fRppbtkVRlniuy2w2habGdW0Mc9sDmWU5RbWl5stbH5VhGghMwnCw7atrSyzbRBMljmNT1QXTyYy9/R6LxRJdM5lObrh//4jzi2uEuO3u0k1MU2Bi0NSQpsktba0jXB3PMxBYxFFOENqYhkav59Pp2mg6rKMVeZ2SZAVJkuJ5JrZjM58lCE1HF1tmpSobDEND1y0M3aAUJcLUqJvmlrHUEdpWjmQb5q0kISRJYnRDI/BclvMZpqUTeD6WbaKbBm1bsdmsMS0D3TJoxa03hhrEthOQFlLph3BcfDfEMHWSdEmZV+iGiWW6CKFjmS6bzQ2Hh0MM22Y1X+M6Bk0tsEyLPJpzf3+HOC5J1zXe/S4tK4pyy3C2W76VLEtoqfF8kyTZEAYDJpcLgqBD2whaGtLstlj4To9XWW03Cfv7+6RZTq87YDqbst5sAI0wHBAGHZJiw2Ck8+HsA4+OXxJ9c8P5+TluoDEcDVnMEyxbJ/Rt7GEf6pwqj0nbYutx1HSoC+oiRWsqPnn5CT/56f+Ejo3vOoTdAfP5lMbQWKUxV7NrGr2l0QTLzYZOZ0BUpDRpQtNWxMuW8WiPpHiNHTjsHT7Hbl2S8i3vptcMRwbj/gEaBUkV094GVWlaCyrk4LehEOPRmOFwRNexWa5uSJIVe8Mj1us5SRlRBBW5E9DYJl++veC7398lSpfUTURR6eztjjg9PyPPIooq3crCO/3tlLSuaOuWPC0wje1ASGMbFKVpW19Bq7U0m5jr6wWj0Zg025CnMs2xvJWjdKE1iOKYut72vDqORb/boal1SgyuLi/pBMHtg9W87anz6XZCLEsnLyraWy+G57nc3NxgmhZ5kuE7PpZlkGWJ6oUToqXTDYjjFbQtRVnguS6bKtqGXWU5SfxbxkZOihENDSWjnS66lvP11x/odfvUdYvnauRFhG25aNp2qm/bJmHYxzQFRVHTH4TYtkEcxTiWjtex6Y97OAgG9x8yT6AfdOhYOq/PbhDGmjSO2dk5ZLW+IUsbun2Xbi/g4jRhNdcJhyOubmbQCBw7ZbTjUxbbyiPQSNMS03LwhYVu6RRxQzQvCF2TrLpkOD5mOtMYD/ZZr8+ZTa7ohNAJAz7/4qcEgc3Z9TfUjYbQLJom4OLiGkMzaaqQzabBMB8R2D6OG6CnC+J0SuD5JFGCppnomk6v198GFGw+0IiIoBOQ5xv8sCWNc47uHbNaRVxfrhnv9OmFIcWHjM2mYh1f8eHiJ7+jF9M/j6OqKgaDgdpQSn+RBJqypiNJElVdIMGF67oqRVDWMEg/nRBCVSfInj7Jwum6znA4VPJWuQmSHqTpdMru7i6z2VbFc3Nzw6NHjzg9PQVQ5eF3ZaTS6yUj/X3fV4mOdz1LMuVSsmuyE09Kb2ezmWJopeTv7s+S6aYS3EhWT7IXMqRGygCl5NayLOVdk9LE+XyuPjP8thD+7nHXByhTcuVm8G46r23bLBYLDg4OsG5tMJJZkkzSvXv3VPKq9PLJ8CJ5yKROKdvr9Xrc3Nyo/s67ITZ3OzIlAJeApt/vM5lMWK/XyLL64XComNAPHz7w9OlT3r59y+npKbZtK8AvE4jht8BfgmgJIiWwfPHiBf/pP/0nBczlz5X+xfPzc/XdZAiN9LVJ7+rx8bEqqn/48CGmaTKfzzk5OeHg4EDVMUgGR4JGeUgmWkp6pYxzMpkQxzFHR0cKvANKwvz69Ws++eQTBXqzLGNvb4+TkxPF2MuUWXl+pYRVgjB5De6Cuc1mo6q9pDIAUFL0uwFMMnTItm3F0uu6zsXFxbeGFJIl7fV6Shov141k3OX6l3JeOSSSg5dOp8Nms1EMr5R5SlAmfbXy3SqHCXVdMxwOaduWL774gtFopP4OKdGWgF7eZ1K1J59tm81mS5I4jnoe3L9/XyVOy+eMlAbv7e0xnU5VSNBgMODy8pIoiuh2u1xcXCiZu/T0yuGDZG/lPSL7NyXTOBqNVMjQarXi6uqK4XBIt9vl9evXuO62Kk0e8nrIIZY8x1LeLtUko9FInUP5jF2v1yqpWv58qQh5/Pgxi8WCy8tLdnd3lR9TPoN//etf/6Pvjt9rYCkEaFqNYW7lKLazBTxllaFrUG07Hrg4v8GwxO0GscEwt5tEmTTVUm8TWnWBfutF1HUDoZXYrnY7DasYDgcsVxuCsEtTby+ibghMU0PXNMa7XebzBWlS38p0S4KwR1kLkjTC0AVtVWDpYhvuo0GRZQihE3b8W3p8g+fqVHWCrjW0FOiGTlVleL5DVRUIbdvjV7UlVdmoyUjb2gh08nw76UHbSn6zNFcPkK1evcUwDfKiQLQNXuCTxgmuZauJ0FYK0mLZgm7PwzFMqrLcVl/YJmlaUBQpYWdATY2tb2OoNQSmabDJI2zLUTrzNM2wTI8kTUG0t72PBnWlkxUV2WZNpxOS52D5Obbf0u0YGGZFUqTo6LiWyZuvzlgtczaL39Ade3jeltmINxvSqKWqKxzHYjZdUNY5jtWhrhviKMbztgXa3W6HOG6+FZFdNTVHD4959/YEXTdohc67D+9vzeUWSe5xcnbN3o7P0XGH8cE+eR3z4vl93lzM0KuGi+sZo70hedJClbM36pJtViSrDa3Q0dDxPZ9Rz4cqhTrn/tEhvc6AeBLz6aff4WJ6SSVKaqGzu3/Au5P3PHhwDx8T0xIEnSGjnR2++M3PMQwNz+0QhDqj2sUyQqLrhvsH99FtC/wZ54uIXER4ocl8HaO1HlvODBXeIzdI0Kqp3Cae0VY1vTAgTlY0jYHQW/o9j3LtEVQBrvUAT6wwdk2W64Szy3OGw3uMx0Om05o4Stist2EqURTR6fgsZxG2ZVAWNTkFWZKgGxqa3jIc9mkFpFFONwi4uGUkqrKiqmWC37ZLzzJ9RoMxN4sbHM+kP+hS5xWDTo9ZVuDeptI5jonQWjzPIU3j23upVDIgXdfJs4zQ2cpkDcfaVv4YFd0g/K03QjRkWYppWrfdXw5to+HYDlrTUhclwrIRTYsQDfP5VIVlbOVDNbohODzYoap00qTk5nrOweGQsizp9wfs7u5Q19sJdBC6pNmGptYpqpyi3bA/7qGR0ukP8E0X0+zyyOxSFxmXF1cYlofQTW5mc3q9Ll9/dYITDHBsDds20DWbIm2YTyssfcgmiVmvKjy/AgyitSDtajQN+L7HYhZxPHzIxXLJ0LtHlLwjSb7kerngxdM/ZBD2efP6a+xuH4FOlq1o0LAtl9UiQTc1ouyK5eUSJzDwO12idEN/sHsrDbd4f/qBKJmT5kuGQx/tll0wHRehW7S6Q9UsWa8jorXJ4b0xg7FFkXqslgXj4YizD7+irRNMfc7e/oi9/V3y8gY//L0W5PxOD8nwSPmmZDCknFVulmXAg5RfyoqSu7JYKaOTkjcpVZSApCxL9vf3mc1mapMowZcEVjIVMcsyBd6kX++u3/GuXE8CLCkllCmMMjFWSgSl/0pO4WWPnwRWkrWQG0PJvMkQDgkKZICR3ERL75KUcErv2F0J3mg0+pY3ynVd9Xf2+321yZbdiKZpslgsFCt6t6dTgizpf5WgWoJFyRrJcy+/j/Qlvn79mvV6zf/4P/6P9Ho9Fe4TRZHyz8qeP3nOJBMkN7PSMylBgVwDDx8+5M2bN+qzffXVV2pjnySJSvY9PDxkf39f1X6cnp4q2d/Ozo5issbjsZLryrUaBAGj0ehbPrB+v8/FxQU/+MEPOD8/V+v23r17vH37locPH6q018FgwM7ODn/7t3+r1o3v+0qCmaYpjx494t69e0riKBmsLMvU9ZH3j9yXyXvDcRyiKFI+v36/r9hxOcQBVKCNruvs7++zWq04PT1lf3+f8XjMZDIhTVPlu4yiiDAMVYCPBNySJZOhRbAdRnQ6Hc7OztT6kkDcsiwWi4VKyL25ucF1XSVdH41G6t9lWaaqR6QnVPqq775bpaxTDpvkz+r1et/yHUrAJQOeADXEusuyyXA/2Vkph0eapilPaZZl3NzcsL+/r4Kadnd31bNI7nFkunKe5+zv76vP5fu+SmMty5J3794pv7SUjv76179WDKoM/JEMv+zSlJ2tEvDJsK0gCFgsFjx+/JjT01N2d3e5ubnh/fv3XF9f853vfIcwDHn9+rW6z6U0WQ6PdF1XfZZSWZKmKcPhUA25Tk9PVdenBNyyD1f+nrIslY/8/v37igWPoojDw0POzs6I45jlcsnh4SH37t1TtoN/7Pi9BpZt2yC0GkSF7erkWU5TaZhmh6ouMTSNNIvoD7aVA0IWrpom6C1B4KpOJ9sx8JwtNU2pU1ctpmWTFsltepZ1e2E1ev2QL794w95BF9PUKZKU4W6XNF8htAaBju049Ic9ok1CUbU0wsIQAqFrWJ5H0HEpipSm2qbSGoaPZZmUpYluaNi6RbTOtqEUaUaw45MkKbZjIESD7ZiIqqUsyi1j4zpUZUWRb9Mp1+sYz9dpGkFbm9tUzE6H5SJC01rCrksrBGVR0DG65EWOjlA3QlVV1E2B6xnYlodtGDSVRZ63ZHlFS02v36VuChzXJYpz0jTHtMFybLWAQZb2tqySDZa1ldFuogyjEcRRSVk0mJqgqRNcT6eqwbUEaCWrVYJu2VxfRZRVzmQWk2x0prMVx4bJbDonCFsgYL1K6PU6pElKkW8TapP1GXs7e5SFDD7YbpTqWlM+oG0Ihc5itcJ0LDzXZzqfY7kejm/z4OER89mSKNlw+n5Fls3543/xAlHVdN0uN5uadbqiO/CwbYOWkngZ49gaZqmRLlMs16GoNlClZFGH1eya0bCLt7PLRy+ekBYr4s2MzeqKYden3xmwnC7YHfbxLJ04FgRBj7YQRMslg16Xy/OEnd0OcfGW8e6AauNwfnPKm81f8+SlD+mWje90XbJkijAqiqrCEmI7laG9BVoVaZoQRTGHgxGmYaJVGrpmY5slmmtu/cZZSb8x+OjRHhO74T/+9/+Jqi3wdzyGe32Goz6mBbYbkucJWVrS7YyJ1gl+6JIlOVXeYunbXtA8rRDCoKkbNtE28TPLcuqqIew67I6GxJsCxwvQjVg9ODVNoywyrm/O2T044OLymiAwadKMxioQTUvg+zRti2UJ0jQhDAPFzOZFQZxEaiMXRRGmZjAcjZnMJhimoKwbdB01dbesbZBHt7v1cyRJAq2GrhnoQuDZDqG3HdA0bY3m6ORFQpxsXzSmbuC5IW1tEEUZtd0ghMV0uqHb9VkslwSBQxgOiNY5udmg3SbJml6D7TkMd4ZQt1SlYBEvONz1oIk4vzylpuXkfMF4d4DtdLCdAU+f/pC8bCnrFSdvZ1xf5mR5xma9wPMGW3Y31zk/m9HpWgwHY/Jsu/E1jQJdq9Fyg3/7L/93fPjwBZqwEFqN52zDdZbrCZpe0+2OWK7P2URLnj7+Dp49JsNA1CW+ZbOqI64nEzZFwv29p2iiJksXCKOlFlPqdsVoHPDgwX3WkynROoJWoBs2uiHQhY+j+fyXn/81k8mSZy/2WM5W9MJDtMbjX/7pvyHLE37z+Rtef/VrRqMBz549Zf/gD4G//p29n36fD7nhk52Tsn/ybmCNlKJJltB1XRUAIjfbkgmQpeeyZsO2beI4ZjabKQmbTMv+xS9+wfHxsZLp7e7uqp8h3yuj0Uh5iaQEVMp3ZZq0BFaSMZQbQPn3Sn+Y3GjKDa0EepKxkRtjCRZl3YCUWM5mM+V5E0IoeW6apqr/Tfo8ZSq4BJJ3Q1+k7LBpGnZ3d5UUUPr35O+XdQ6AAjR3PZPyu8skSU3TFHsj07el99M0TRU0MpvNVC2DZG5lDcFisVDfRaZhvnv3jr29PQUW5BBCArvfvltNBXqCIGA6nRKGIZ7n8ejRIxVeJGsj/viP/1iFuMhgFnkN27ZV/kRAecNkouhqtWKxWChQ+Omnn6ogofl8Tr/fZzAYMJ1OVcXKZrNR3YNyE35ycsLe3h6TyYS9vT3quubk5IQ4jnn48KG6nv1+X7GVEgDJQ0pBpfxRMnpy+CCHLLLewTAMnj9/znw+59//+39PXdd0u112dnaUpLvf739L+irBi7zWEpDKAZA8X3cHD0EQMB6Pv+WNlL5NObS5uLjg4OCAy8tLOp3Ot8KPJKMtK0g6nY5iZqVUVlbWSAm1BE/SqywHIhLATadTBWrkoEb6MaUs/O4zSPpJPc9TDC1wG+RnqfXc7XZVx2S321XPDE3TWC6XipGV3ZtSInp8fKy8vlVVcXZ2xt7enpJ0f+9731PnTfb7ysRgeX6qqlJ1MqPRSJ1D+ZwB+Hf/7t/x9u1bFcQlnxFyjff7fWazGYvFgo8++khJZdu2VcOEi4sLtS4BxY5KJcl4PObhw4eqLkSuP5nu2zQNP/7xj7m5ueHFixes12v29vYA+Iu/+AvyPOfzzz/n5z//OaPRiO985ztKLv4PHb/fI10BaC2tqHF9i+FOn96gQ15l1GxTR3VTQzMrGip8P8A0PWw7uJWdWLcTmwLL2lL4VdmoOoP1eoPreICgKHPqtqbTDYnjNccPB3iewDALOj2XIPQIfJe93TFlVZOmOf1+j0KyQS2Mx0PGoz69XgddtNRViee5Sn4axwmGYVHVEMc5uu4iMHEcH03fsjqmpdG0FbqhkxcluqbT73bRNY223UpePc9jOByoNC1DN6lrQV22VGVLWW47+Iq8oG22N0BTbaUf08kE27awbYtOJwDRUlU5VV1i2QaWbWLZBo5jIwS33VkmbXs7dbqNLvY8l6IsKasahIZlW7fTym16blU2ZElBVUCelsRRhsBitSy4PInZrARFFkA1YjW3EPqIdx9mpIVOVmkI3efqckWeCMrCIouB1mY2jdmsKqJNQxKDwGITJSRpznK5JooSNM0gDAJs20Q3dVohKMqa+XINmoZuW/jdDkVTkxY5lzdndAYOw90A0zJo2pazy0tqLcEN4M//4s94+eoZQmtZRwkIweRmSZ40FElFXbTYhoNjWqRRQrRaUecZZRrR1gnf+eQZR/fH26Aix+DBwT62rmEbBslmQ7RaMOp2oWqps5oijhn1RhwePEY3C8JuhanrPHn2XT760StuqjPeLL5E73mg66TFhqze0FBSNSWwZeCbpsXQdPIsJc9SmrqgrUt2xjvourntFAWWqyWtJshLyJuWz9//Fxiu+dFf/CGRZqHpA6rSII6TrX8q24LEbneAbbksl2tCP8DQTPK0IE0Ker0hVdliWTau51JX281I6PfI4pKmhA/vTqnrhm63y9G9Iz766CWGoRMEHkHoYLsas9mUw4NjdOHhuyHL+ZzxcEhdbiVJg0GfwaBPUeQURUZZZui38jD5gPZ9n7ZqyKKU3q0PKgh8hAa+77KJNiCg0+0QRTFti5raFnmOaAW9Xg/aBuf23qmqCk0X6MZWhVCUNU1j0u0NGQx7dLoOaDVNve3J3MpjGy4uroiTnNVqg9BMdN1GCBddD5jNYiyzi2X2MHG4PLnkV7/4JdfTCWnTMBzeh9bDsbusViUf3i/51S+/4T/9x19xfS7QhM9op0u352JagqOjg+2ENynZrGPWqxXUgvv37uHYJr7jYTQuyTxjvUywrBBDd7l/75i2Lbm6eb/tohRs2WBNMLm5ZrNZYpo6pjFgce0y7nwfvb6H7xxR5SGeM6bbHbDeXKFbKxw/I+hoXF9fUpUNpuGQRCVXF0sCf4hRH/P+Tc4PPvtjPnn1Ga55j+eP/4C94VOqzCPZmPTCPdLYxPVdBqOQ0N2nzY9/Z6+mfy6HlKPu7Oyo4AuZOnq30kH6AuWGUsrVZGCLjNWX0r75fK4CdSRYGQwGxHHMkydP1OZQMmdBECiwlaapSpiUAGNnZ0fJWe92xs3nc1UoLmV6smZBslJSjic3+RL46bquNtuACgY5ODhQLJcEO3JTLTePEvBJ9Y8M6pBetV6vB/y2ikICDRlOIhm4u32E0isl5cYSNErQLEG7THCVgEV26q3Xa8Wyye8j6zVOT0/VZ5VgU15ryfzO53PVwSfBsky7XSwWbDbbrIVOp6OYUenZWywWyl8qk3zzPFcbb8leNk2jPovjOPybf/Nv+OSTT1TYC6BkiBLEyuFFHMcq7EeyQy9fvuTo6Eityfv376vrJv2H4/FYMdNRFLG7u8ujR48AlHTz1atX/PCHP2Q2m/HmzRslNY3jmCRJvsVES0+llFvLz9m2Lbu7u0qaK7/LXfn0z3/+c3Rd58///M/VUEcOASR4kd5Zx3GYTCYqIEmylBIky8GpHL7IYU/TNMpD2+v1OD4+5uOPP1b3QxAECuzdv39fDQTm8zk7OztK7jscDlXFjPwlgaD8OTJASsqJt+/WQDGd0mcs/aXSoyxTcwHl85bVJXLdyw5aed4HgwHD4fBb0mz5DKnrWgEw6Ue8q6KQ7K+U679//56f/vSnXF1dqSRiXdfVZ37//j1/93d/x1/+5V8qb+loNFIDkPv37yv2VDLrAA8ePFBA2TRNxQbeXZ91XXN1dUW321WyZOn7lAFIruuSpqnyZQ4GA/XMkEFa8lkm5ciSDZZeU/lsPT095U/+5E/40Y9+RL/f5zvf+Q4HBweKLZap0K7rMh6P1f39jx2/14xl0whKw6a2DAq9AZGgmdsqBcuyqDRBVpQ4nk3VtlSUaKZBViQ0+fZlVtU1mhAYmklZGsxnGXWV0ul6BKFL07R0eh2SPCYpE2zPYTFd8PjpGMtpaNsaDZM8S+kFAUHXQbe7FHnFcnlDq5loQtD3d3BsgyieEfoOq1VGWcD9ByP8wCdNcwQmeV5TNBmitSnTAku38VyHoinAFGiWjulYLFZLSmGiNTVm2yAMk0pr6PVC1psFrifIigpLhyLPb0E0uJ6LYbZYtkl1y9iZwsQQBhpQNhXr5Zz9g11My+Dd+3dbk3NVsIzXjAcj4sUC23JoGn3LhkYxpm4wGoQ4toamOximwyYqaYVFQ0HZFFR1hRAWhh4gsNGEQZ2WOIZJ2zbE65z1smR3P+DmOuf0wwkPHj5gs05YLKboukkR1zRFRQPUlUZVtdxcxpRlhabp1FVDmlQY5rYntG405suMqgJDt6nKljyDghjT04jzhBYb0WhYtgu6RlZXVEaL3+/g2CabNCEsC0yr5vGre5hmS15EbPKILy9/xTDfcHTvkDzdhcbi/HTCk5cPmb0/R09z2roAEQAWNQ1R1nB9fYPvGgTDPtFiQp5f0+o+QfiAxXxN2S5JigY/DIn1AtJTeuGYNndZbibUJHTDY9KixA8fslkVzG6+YLk5Z3w8xg0Fmigxmxw0jbQpoITQ16mzgrY2qSuBaASeraM3G/R2TV2YPH3wiLjakNaXbOIITBs3CAl6Y2YXX1PpMbP4A7rW4/69kIaGVZTSYrCJc4TWEgQjXLdkMb/BXNTQVEwulwjhENUJg6rmxcvvcXb2hrpOObg3YDnfYHdC8jW4+0N0MaERsN6suLhYoBvw8uUjEDVCC6kbwcmHK6bX57x8+Qmm1vA+mrBaz+kELpPZlMCzELqObTts1muqusKyjVsZvWC12hb+mo7LfLFmf/+AjmWT5gnC3a4jYWo0hoZpevRNR8nLHNeiLCqSPKVqS4oypyxzdNPEsD2SdAM0aGKbwnp1fc6g38E2NTQd+oOQvGiptYZNmjEcDTGdhOVySZwX2IVJp9NlnUzxRYhvjTDrkOuLS0zNZ5MIKjR0oyZPBH13iKG3OCGcXlzy+W/eIiyohcPnX55jWgLX0ymrhrJcUuTbzcb19Qqdlp5nEC0nRF5FtxeiF0NePvwBi+sJXt9Gdzt0/Yr3b9/x4MFzOmGXss7I8pRBb0jT5GhtTZSe0umOqTOPsNel0W4IvZwHw5e4xjGL6RLDqRh1n5MWS5Z8zWwy4WjvM37+s8/p9Bwcc8Bu95jrd2d0fI3d8T2qrMLS9nn75h27w5K23pClEE0zdocjhqM+D1+E/NV//huq7JDZ9P3v9P30+3zI1EfZKSkDJaSfTXrwJBsp2T3JnEj2TQaZtG3LfD5XdSJysygljdLfc3V1xZMnTxQI3NootvK9MAxx3a3KaD6ffyvp0bZtVqsVYRiqjf7R0ZHq65ObdwmSpBdNgl65UXUcR6WbSumYDFqRclzHcVTwiQSwsjrDNE0lt5XA8O8DrMPDQ0zT5PXr1yr9UjJlk8lESQBlAItpmqo0XW6uJViU4DVNUyW7lxvmrWTfUsztarVS3+H8/JzHjx8TRZEKM5HAWEpLq6pS/Xt/X9bc7XYBWK/XChjL6y43sFIODag6Fgm6JJCUIU66rvPkyRP1OaIo4vPPP1cSPAlaT09P+fjjjzk7O1NgTII4Ke2VAF5WgkgP3Xg8ZrFYKFAqQ5yurq5UbYfsKJWJwxJIXFxccHl5yeHhobo+UsopmUBZ3SAlobCVv8pKmLIsOTw8JMsyxayapqk8pu/evVNsoW3bHBwcqIGApmlKUt3pdFSVjrxPZLqx9NN9+umnvH37VoEiyT4nScLR0dG32N/T01N0Xefly5dq3QF8+PCBy8tLPvnkE8XwSbZerlNZ2bJardQ6AL7FeNu2zXK55ODgQNXGSNZM3sOSTZes391ORTkskWvv7yso0jRVac1Sft3v99VaS5JEeXgXi4Vi/3u9ngJ1Eiy9f/9enScp2S+KgvF4rL7rhw8f+Pzzz9Vn//rrrxXzeXe41Ov1uLy8VB5SCUBlMNOrV6/U4EsqBd++fcvjx4/V2szzXMm7JZPZ6Wz7maUKxLIs1Usr/cF7e3t0Oh2ur6+5uLjgxYsX/OQnP6Hb7RKGIQ8ePFBy6Hv37ikv+Ndff63eAbJuSlayPH78mP/wH/6DGjr8Y8fvNWMpNNjZGxL2AjRToJkardZi2AaNaCiqgkY0aDq4nolhCrI8QjfAdiyKMlesHJrAdjw8P8RyfBA6VVOSFxHQ0NJgOxZVkxB2KzQzods3aEXCzoFHq+V0+xZlPWcyeU3dFjRNy+HeDmHgcfzwCMPSERo0rU4c1WSZDsKgaWrSfMPOXkC3b9C/nTjt7g3Y3QtxvIokjTAtk+lsRnUrNbEta/tgb+tt0FBW0LY19S27GIY+jmthmIKdnf7WH2kK+oMufuBjGDpFkVFX5VYZKRo8z0GIln6/y2a9phd2aeutV9XQDcoiIwhsGgp0o8a0W3S9pdcLCQIP27ZI4oSiLDFNncPdEZbx7Re56uO69fhV5ZY9zdKSJC65PF8zn+ZEG/jrH/+a6XXK9DpjchVRZBp1qdHUBkWuEW0qbq4j1suCpta3yaa6iaYZ0GpUFURRQV1D3bREcUxZVdRtS5oW1BU4lk2n64HI6QQm5BFOldP1DeoqJl6v6bghTb4NWVpvlnieTb8/YjAYY4ia8w8f2O0d8L2PfgSFvvXI5RFRHN1WymjUbYvtejTA2cU588WMs5MPnJ6dEucxm82ao8OHNKVHvzeiG/rYJgx6PRAOtutT3dZSVCIiay65mS6Zzxq6/RE5CzR3Q5RfY9gti3hOVbWkMWgiYH/nCa49oqnAMgwMTUNDQF0j2pblbEaRpHRcn73BCMeyqAowtYDZZM5qOcdzOnhel+VqjWE2BGHJcvOO4djBMLY+jbqp0A2YLaY4rsFw2KGuczzPohOGCE2wiSLCMOBHP/oDRuOtv7CsS1pR0e2HXF6dc3x8Hx2wzS3AskyLd+/eE8cJbVviuBqPnxzS6VlsohvyKsbzHWoqDFvQ6wcslgvqasuCdbsjLNPHNCySJEUInbKsqMoaQ3fY37vP9fWMbmdEU2mUWUZV5di2th2YaA3J7YNWekSapqYF4mTbl6UbWwYnTiKKoiKObzvvTA0/cDk5/UCcJLQNCE3D9W08z8GyDebzGaZtsHcwotvzEaLZBkGFHkWRc3Lygc1mzfH9+8wWc05OL9B1Gxqf0D/g3ZtLPLvLyeklr1+/YzZfsFxtMAyTbq+DEJAkGfv7ewjRcnV1iee5BH4HHQvP6ZAlLednK8rCZGc05mZySV5HjHf72JZPXXTodQ6o8pqWCs2o8EMTITQ8Z8ST4x9A3cG0BJo9AfOSpi0YDw9I4jV5scLzGxarC1arhPWiJfCHaBr85quf0Gox7z58zdXNGWWVEnYsvjj9Szq7Oj/9+dd88fqC6XrG7vi7WPYO9453sX2TurHwnDHLWcG//ld/TpRekzXvf1evpt/7QwihNoISYN71kMlNm0zzlMmuEpwlSaI8Y5Kd6PV6BEGgvD2yY06yFBKMybCeqqqUN6jT6ZCmKWdnZ0pqeXh4SBiGqiJEboglWJEMXpqmKj1Shmns7OwwHo/V5zZNk+l0qpJtJYshwZQED3LzLDeDhmFw7949JWu8O9GXIFv6HWXq5mAwYL1eK4+olBXK7y//jJS9St+XZBuKosA0Tfb29pSsV8qQ73Zd3gWdSZIQRRHX19eqouXHP/4xs9mM+XzObDZTzBagzttsNvtWArBcC/Lcyv7Nu2nAkqmRrJmsgwiCQMkp5fVeLpdqMCETUD3PYzQaqa68b775hoODA370ox8pCWAcx4qtkj9fpnO+f/+exWLBzc2Nkq+u12uePHmizv/d0CZd19V5l9dhvV5zeXnJcrlUwSdSciyrP+TG33EcHj16pL6nZGvvJvSu12vF+vT7fQU4Xdfl+vqa2Wz2LbZJghjZZyhDmKTsezqdKkl4VVUqPEeCjzAM+ZM/+RNGoxH7+/tKnTMYDLi4uODRo0cK3HW7XUzT5M2bN4o1tG2bJ0+eKD+g7HiVaoVer8d8Plf3w2AwUIMNOfSQcnLLsjg8PFTfRQ6l5OBDqhMkiOn3+98KAIqiSK096WuWoFP6q33f58OHD+o6ya7wrY3FUpL7g4MDpRawLEsNdt6+fctyueTJkydcX1/z/v17dQ1Ho5EaAr17944vv/yS+XyumE8J9NI05eDgACEE5+fn+L6v/N1Snn95ealCIqfTKVmWsbOzo2Tj4/FYDUtkAJBcn0+ePPlW4rBUFBwcHKhAJyk7j6JIya91XednP/sZdV3z9ddfc3p6SlEUhGHI3/zN39DtdvnpT3/KV199pfpkPc/j4OBAWRvkuvy3//bfMpvNFAP7Dx2/18CyoSat1jRaieHoCEOjFjUVNWVbkjc5VVPQipKWAsfVcT2Duslp222npOtuf1m2iRc4CK3B8WzQIUkTRuMhVV3S63vs7PUY77p0hzrHD/s0RAi9xOvqZPWK2fKC4dAm8FuiZEMUR3RcA9FW5E1KnKcYrkOSlyzWCbbb3aZ7lQmuq1FUEYf3Rreb84ar6wuSbI1pweBW2tq22ymhbVlorcD2XBpNUJQFjmlSVTmOu+0sNE0N29YJOw5FlaAbDU1boBtg2Qaua+H7HpZlYpoarmsRhC6drk9dl+jaNoynG4SYmo5nOcRRjG4YFEWK0GqKMiLs2AitBGp0XdtKYxGErs1mdsXDo318P8C+nUpJ/8U2Q2arqTd0GyFsikyQJYJ409JWDsmmYb2qyBLBYpZRlTqasLcSYatDVWg0tYmmeZQFVFVLUdQIdOq6Ictq0qTGMl3SJANaNFOnFoIsazGETVvV6FpLt+ezXk5xTcGrp4/4kx9+jxePj/mDTz9mbzDC1W06oUu/H0KrkSY1nXAXw4S8WDJdvOfi6kv+m3/5Xebza2x7m0Q3Gu0ghIHQDWzfpdUEmzjm9PSU0/dvsVwTy7MYjPo0Zc3O+Igiz7h/b0S/Y5PGG6I024Ym5QWD0SFZmVDrS3qDkCDos9rE2K6PbniMuwc4ep+2DVjHa2qWGFbOenOD0Es00aIjmE+mGAiKNGO5WJCnGXWWI/KSoRfiGiaDzg5GG7K/c0i0mdO2YJkBg/4WdPghjHY81pspN5MJtr0NGWop6HQcTAvGOz1c38L3HTzfptv10fWG1998yfsPb3n27DFpmtDtelRtTmdo4/omDx/eZ29nTJak5FlJr9enE/ZYLTekWcZyOQdRcv94l5aU1WaBZmlYnk6jFzjhtsoGttO+PCvpdYdUFTh2yHQyo64gTQvSJGV3d5fRcMR8Pufhw0fQCNqypa0amjLH0Fpc11Esjud5jMfj2w2t2FaSaIKmqTCMrQS91x1sN1CrGZalsbsz5uLiiqYR0AqgIc0iiiIjCDzyPMIwW8KOg242RPECz7d4+PCYh4+OcWyTNI34b/7kj/jud1/RNA1fv37DahXx3e9+ys3NFddXNxwfP8SxfTphjzhJuXd0gOPYuK7PxfmU0WgX3w+oqgLPs2nLClNz0PUeUawxmeTsjQ5IigTD24Z9nH+4Zm/nMaYeoBsmcbxgtb7hiy//jtV6QeCFtI3JbLrh/ftvmK6+pGqvOdjdpxMOyMsls+XXTJZf4QUaphvR6nOaGh4cfQfRbBP2vv+DTzi6v8tyNeHr179BaDpxfcLHP9TxByk/+P6/ZrZcEWfXvP7wE/o7gqJZ0u/tszd+xmh4TH8QsrP/ey3I+Z0eUjIqN5ISqEhwdZctkptpydhIICjTSuX/AiqRdbVasbu7S1EUDIdDdnZ2GAwGhGHI/fv3FePj+z5ZljGZTNSGfLPZqAAJGcAh+yslGJIgRk70syxTlQR3ZXFS7ir7FaUfTYJhueF1HEelJ8p6EAkw7yZWyjRW6em6K28Nw1D51SQrKGWMUsopGRjJvt2V9em6rjx6rusqqaKsopDeybtF9zIBVgKmPM8VYyRlrXmeM5lMlHRO9vZJkCn/3rtJuFLmLM+7lNfKRFQJfiXr2+12FWPz8uVL/uRP/oRnz57xB3/wB+zu7irmW/pTsyxToC9JEs7Pz3n79i1/9md/xvX1NbZtMxgM2N3d/Za/Vkpmv/nmG87OzlTSruyclIyhDCrZbDZKXirXiKyuGY1GKmBHAvvd3V2VwLtardS1ms22nbnyul5dXam1I6W7krmUgS87OztYlsXR0RGz2UwNWHZ2drZJ87fBORIkS8AqQbqu68onKkGU7F388ssv+eabb3j16pUKGCrLkk6ng+M4PH78WHUk5nnOYDBQfsQkSdRQRUozF4uFYuVkNoW8VjJ1VgJCz/OYTCbqGZIkiUrQnU6nPH36VD03pBpCphvffbfu7Oyo83m3T1eCq36/r9QLpmmyu7vL2dmZ8odLNjnPc4IgUAy6BHtyiPHs2TOePXum1vG/+lf/ih/+8Ic0TcNXX33FYrHgj/7ojzg7O1Og3HEcut0uSZJwfHysbAAXFxfs7OwoubfneQpcS4nwbDZjf39fVYb4vs/79+/Z29tT96oM5vn5z3/OdDpVz8/ZbMa7d+9U7678WWmacnNzw83NjfKsS6/1ixcvVMXPH/3RH/HgwQNubm745S9/ia7rLBYLnj59im3b/It/8S9YrVas12s+//xz5ens9/scHR2pShsZBvUPHb/XwNIwdbyOSatVVG1JkieYjkHdlrRaA3pLTYUQFbreoBsNpgmWpZEXGa5nU9U5LTWuZ4BZoDk1JRF2IPACj9kkRtNqen0bYSzRrYxHT/YIOxZ1k9HrBxh2w9OPDun0HIq04PjgEbphY5oW1BWeo9MdeNQCNEPH73oc3B9TNBFRsqJpKlarDXla8+ab01sWr6bIW64vV3jugCIvby9wDyHANExcy8ILA9KyJMtyhr0e681qW1kiGhANmt6CKLEsQSvK20AeC01rqZsSIRpaaizbwHZMNA1G4yGL5Yz1ckGRplR5ganpdIKA1TKhLnU64RDH9m6DjzR0vQGxnToKTdsGJenQ8yxmV+fs7O6QJqmawti2TZZmty8zk7bVMHSHuta2IAydthUMh2OqssGyvK2HVNOxHZO2rcnSHMuysUybttnWjVRVQ5bmtK1GUdTUJTh2QJqWFEVJWRY0WkPZtOR5S1sZrOdLkigizwsaoXGzWvJ3X3/J6ekFD+894PjgAFtr+OH3X1EUEUHgYRgWy0XCh/cT1pGD3z/iYj7havOB0ppTlBWaZt4+yE2KKqGmoW5biroirwpuJjfQlHT7AViC+WJKx3fxOjqOV9FUS8Zdj7qI6Ax1rubvMByNJGvo9PYpmwLdzTi7+Yo4TShynWxV83D8kMPeDoOwi+voxMmcooy3wCVLydOUKs8RTUuRZhhCoy4rLs/OSFcbtLKma7lQ1bhmwPHhcwxhoYscx9XY292jyBuur7f9WJbpspynmIbDarWgFTnvP7wmCG0sW0NoNWWZkGUp88WMpq1IswzbMSnLbX3I8f1DNE1QtzlxscQLDYpsQ9f3SDYJWVqwXKypqhbfD6E1SNOK+Wy19R0FHmgtbuiRFDFlk5LVawy7xPEFQcfCD22WqzmaptPrdXnw4DGO42LbDmgl0/k5fmjSkrFYXLM/OkZUFqZwidYpRVbS3m4+pZSobVtGo5Hy3BiGge3YWJZB08B8vmIw6GNZOq2oCTshT58+pcgbBBqwrQOq65IsT6ibgrrJEFq1rRmyWmzHYDK9Yj6fkuYRZV1xdnHGo0fHPH58nwcP91ltrtDMiBcfH3B4tMNinnCw9wDb8tF1+M1vfsl4Z4fNuiTPDDbrgqdPnxKnC+4fD7HNlsV8QlkU9Ac7PHz4isUk4f7xE44ePMQ0fV4+/Q4X52fs7Azp9XzSbM3V9RlRvEEzCiaLN0yXX9IfQVZsblOhDeq2pawiWm1BxRWascEwNDo9m/3DLlUFWuvz6OEL6lqgaQbrdURbQ+B1ONg9gnpJt7cgDGIMTWC4c4SzYf/ePUzb56d/91OWqzn3j55h6Ts8fvg9Hj148bt+Rf3eHrKaQ/oHpS/xbqejZNtkqI4EPjKUQ7KaMtFRxuvLTancjMvaEoBHjx6psBw5bX/69KkqgJeVD3JAKRkXueEMw5Dj42PyPGe9XqtAljzPefPmjfINSfbgrt9PdtjJDbTcsMVxrD6vZGzl926aRm22pTRYAi95jmzbVnkHUooqWUMZhNTpdJjNZjRNw3A4VEzFXVAvJb3yMwZBwNXVlQIIgKoZkOyh3GTK55WU77Vtq1IzZcKjZJsl4yilt/J6S4YSUOym9HpJBuqu31TKnzebjWIqZ7MZv/rVr/jw4QOPHz/m/v37aJrGD3/4Q9I0Vf6+5XLJ+/fvFcC7urri/Pxc9VDquk63293uI279fBL45nnO9fU1VVWpegnpRZQAUTLqEryfnJwolnlvb0/5BV+/fq1ScZMk4fHjxxweHqpu0NVqpQKi4jhWQAZ+WwdTliWnp6cq2VOeY9/3efjwoZKKu67L4eEhRVFwfX2tJKGr1UoxUdIfKc8ToDy18/lcgTnLstTQ5sGDB2pNymCdu585yzLlyZNpwXmeK0+tDMaR4EwGWck04SAI8H1fMa39fp+HDx/iuq669y8vL1Xf6c3NjZJfSoZTXsNt5Zat7rHxeKzerVJmLtfkfD5nOByq7sVOp8OLFy+UWkEOYyQbLj3EMldB3ucXFxdcX1+rYB8JHl+8eMGDBw+YTqe0bctHH33E0dERy+WSo6MjFX7zy1/+kt3dXSXBj6KIFy9eqBofwzCYTqcqWffVq1esVisePHjA4eEhlmXxySefcHV1xWAwIAgCNpsNJycnyld8fX3NZDJRAUTy+SA90NK/Lp+DsptXSrNfvXqlBl/L5VKdr6OjI6UmlNJkua+5f/8+tm3zs5/9jPV6rQZzz58/58WLf/zd+nsNLKElKxLSPKaocvIyI05i8qpA03VMy0JoAs3QyIt8mwRXboNoAt/DtizyLMNzHcoqpawj9g8H7Oz2cF0N0zbwQg/HsYnjNcNhwKOn+6w2K9Bb/MDHNEzSLEPoDaapU9fguF06oU9Lie2YOJ7FfDnh4GBEGHYwTcE6WiDMlLBrYdkmTQ2G4WLoNnkWb1lU02FnfMjlxRLD2Mr2yrLBMEyapsS7ZU/SIse0LdBaDu/t0R900DRoaahvJ8yOY2+7/gYhVVng2Ta9MMSxLdqmwjL1bYenriHaZlvJ4Dokt1PrpmlvI7KHrNYJjhOSZiUCE7QWzdK28lfDwjat247AFqjIsgTLMhmORrS0xGlEWRVYto3QNBzHvQ1ECTAMC13TaJqapimo6wJD1wh9j34/xPFMsnI7QCjKBMvS0fUWy95OWjWh0bJNFGsbSJMU0zDohj6dIEAXJk0FeVbx6sXH5ElOU7VsVjFZWqKbBuGgx8HD+2gaXF2cYxvbIJurqzPCjr8dVmg60+mKPNOIVx3acoeD/Ze0hs03p+/JsoJovfW1pHlKWWXUTaVYLdN2qFqB5dg4noNumHTCkNPzb0iLG9AKbiYXFFXCaKdLI2LKOmG2uCZOYi4vZgR+B80o0a0c3dDQ0dgbdcnjG1azdxTpFXlakKw1ssjA94Y4dp8qb4hWG+JNRBJHWKaOYzu0TctiOqFKM4xWQ280PDdgOplSpjlhEOC6GovlDWWR0+34+GFAXdlcXi4pi60xv20K8ixhvV6iaSZNu6238UIP0KjrCl0XnJyc4YcBb9695fHTBxwc7BB2XF5+/BTft1iuFuztjhiN+lj2lm0DjfU6gkan3x0DBmmckyYZu7u7WJaJZZkgGooiJU6X6HqJrpdoesnefh9oKIoK192mEg6GPUxbsIkWFGVMb+AxX11i2z5a6zLqHeKZXZJNRkuNYQqiaIVp6TRNxWK1QOgCy3Go2+2Ao6wqhsMh+3v7dLohB4c77OwMsO1t39pg1CUvU1brFY7roBu3TKdusF6uES3UVYmhaxRFTl5kLNdTHM9ANxqKKqNqSky74ZNP9/n0ewdo1px18o6PP93n2fND9veHpFFJtMywTY+TD+f86Id/wP2jJ0Sb7Ub7+csH7B8GfOe7z3jx8gEPHh2wuzcmz1PypOLyYkJWlCRxgqnpCKOgbmJOz94QR2u6nYCwazJbnlI0lxRs/9cwQRMOrtMny2Oubt6RFTNascbxIM9TysxmNdcZDY6JkjW6veTJ033aGl69/ITxeI/PvvsjQq/FQGA2Q7r+gDw74fzmc8q6wXUOKbKAF09+BBTMphNO3l/RC3c5vvfR7+zN9Pt+yE5CCRpkl5xkF6R8TfoVJfMlWRG54ZeSxzzPOTo6UjIr27bVRj+KIgaDAY8fP1YSKxmCIdk1CWplKqMEbJK5k7JdySRJyaRk26RUVabAOo7D4eEhV1dXavMppZCy4kOyZZIBfPDggWKE7rK3MolWhgtJNkOG0cgNsZQTy2AaKfGTrM3u7q7yfMlgInmOJQMoAbW8RhLwj0YjALXxl59fMh1SriyZVVkzIX/Pzs6OAhySvZPsqAS3UmosgZD82Z1OR0mm5Ub3k08+UaE16/VapZ72ej0FdE5OThTTenZ2pq6rEEJtxOX5fPToEYZh8PXXX5NlGZvNRoE6KQmUXlAJZiTIlp7Qb775Rq2Ny8tLJUO8C0Y3mw2np6dK3iiHhZqmsbe3x3K55Pz8nOVyqQJm5BBEDilWqxWr1UpJrCX7K4OF5HV1XZfZbKb8eDKMJ89z5YUDuLq62gbb3ZEMy0RT6TOU7LoEDycnJ4RhyJdffslHH32kZOMff/wxnuexWCzY29tTdTd300gBNWSR4USyA1UOVvI8V0MGeezu7iqZq+/7PH36VNVfSHa31+sxnU4VO7m/v4/neUrCKrsi5X0oQ5+kogBQAE3e84eHh4q51TRNDQykx1OuedlnCb/tG5Wsu/ROS1At//unn37K9773PaqqYjqd8sknn/DixQvFbEvf64cPHxQbGMcxX3/9tfp93/3ud/noo4948OCB+nNJkig/rwzCkt/t4uKC5XKp1sDl5aXyoa/Xa7UepZrj7OxMyYMty1L3nVzfEnA+e/aMtm359NNPOTg44A//8A+Vt9PzPAaDAZvNhrdv31KWpVJLfPLJJ7Rtq3o1wzDk6OjoH31//FcDlkKI50KIv7vzay2E+D8JIQZCiP9eCPH69n/7t79fCCH+r0KIb4QQvxRCfPa/9jPapkW0AkPX0ERNGLjYlochbJIoo8hqHNtHaBZ1q1HVoBk2eV5R5SWiAddysA0LQxjEq4giyXAMmzTKqbSU4KDBckErAzZLg6xM2blnUYsV3Z6NBqyvK8wqZNTrYrothXVNt1exf9AhIqG736ehgGrOw6MRg3CIQCMMXYomw/IsiqrAMit8r6ATWOjadhPsdSxsv6UhwzRsNOHQtg2Or5FXCaP+gN3BmN6oh3ChM/DIyhjd0jFtiyyrKXMdx9mmULlOQJWWiKLEMy0c08A2DQxDYOgtumgpshzLsNBtG7sb0JgaZVsTJQluYLN3OES3BKZjYdgWja2RiYa8akniDEvXsURDqwsqx8EIPBazG7r9HoatYXkC3dZI8m2VRJKXWJ6DbmsYtkaRFTiWwLGBJsPUIF4ucS0Nx9fQHAPNNrFdg5ZqG0RU1WjaVk5hOzotBS01ghZLK9GIidcL8kjQ5i5P7z3BrgVGXeP6HfywT68bcm+vR9cs2Pc1et2IwU7NfHNDLQz83i62H3I5uaFoC3rjASdnFywuvmF18QVf/+onRIslWqMhmhJdNKRJTp6DZnRwnJA8yakLyHMTv3eE2++TpBFNLnj5/Dvk1ZLBwKTfu0/R+ry7OWdTJoT2CMpgGxjTLqlZUeYbkmWF3gRYus5iMeHs+oLwIKTxBXFecW/vmKf3X6E1BldXr1mtzxBsK2zm02uqKqVpckzTIfRDTK0lXi9osor93gGbfMbgQNBUa2y7h26CbVWEviDoCuyOYLGOGAzG9Ho9Bt0+dd6wOzgk2VTkWYNlBzQYTOZLOv0hO3tD0iznwf1nWJ5LlKZE8ZLPPntJr6sTug2mAUWVcjH9wP7RCNdxMAyb/f199vcOEEIj9AOO7x1hWyZtXZLFEW1ZobfgmR49v48uDOaLBav1nCDUycs5vu+oQUmczOgPDZq2xrQ8yqolzjaEPYM373/N/sEBZ++nHO8/pUorri4vWK+X2M5WDl5WGcJsKZuSvC7YxAlJVlDkJYvlFNsF29GBgiyfcng0ojtwac2IncMOnu8RJwn9wQBN12lrgzq3mFwu0VsDQxOkcbb1VZNxPT9DsxoaPWO+nJKXa9LsDMOIqZoVfjfiavIz9vcLfvSjMeNOQJsEiGwbpvOTv/kvoOV0+jaup1EkOafvb0jYMM8uePRswNE9B9/NePBgn/v39hDtkvnyN2zSEwY7PnE+w7EbXj17xpMHh+we6Dx61sMPWwyzodP1GI46mBYILSUtLmnalMV8q9BYrM7IqwmO7fPw6BVlLrCMLsvVjCy/JImvqMoFg4EBdUvo7lPlLkkKUVqxTiuq1ufqZsn/8tP/iXV8RicYMZ1cs1qsubr8wBe/+S/89G9+8l/r9fY7Pf5J3q23LJWUNoZhqDbpErzIzaFkqWSZ+d3OZAlm5EbcsizljQuCQP13mWgpUyblplr2IUpmQoJVWdg9Ho/VJur4+FhtiGVyquM4KrBHbsABVR0ggacM6pD+MinFlN2BpmmqVE0JrKWHTMotpWxMegtl+qfsEgS+BRA7twnUkgl0XZeDgwMls5UMggSCUoJ7l7WUwHowGKg/J1kgKduV1012RkqAcLeK5G4wkGmaChTLUB4pVZRsm1wfEswsl0uKogDgyZMnCnyHYUi326XX67G3t6fCaiQjLCtahsMhvu9zeXmpgMPJyQmnp6e8f/+ev/3bv1WgQIJPyULJAYP857quVUKnZJE+++wz1Q26t7eHpml8+PCBOI7pdrsKvMj1K0NkZBDS9fU1JycnjMdjVXfx4MEDPv74YxW6cn19rQD3zc2NAiiO46hE1DiOqW6HjpvNRq0pKW2V19TzPMVWjse379bb7I29vT11v0gwJMNrdnZ2VN+m67oqBfWHP/yhGrRIQHV6esrBwYG6Tw8PDzk8PFSM18OHDxUbLz+3PE9y7c7ncxaLBb7vqzXXNA1lWbJarZSawHEcxeYFQcCXX37J0dERJycnPHr0iDzPFaCS4Ojvy66lbzDPc6UekJ9P9i5KOa6ULMvgHvkca9uW6+trxdzHcazur7OzMzVkWi6XpGnKfD5XQzYZuDUYDPjss8/UkEmC7b/+679Wa17KXt+/f6/ChZ48ecLBwQGmaXJ8fKyqei4vL9W5kvL8jz/+mCdPnjAajXj8+LF61na7XbUGZdpuWZZMp1NWq5UajjiOw9HRkXoWTadTNpuN6gKWXnbZG5ymqfqlaRpXV1f81V/9FcvlkiAIuLi4YLPZcHZ2xtdff83Pfvazf/T98V8NWLZt+1Xbtt9t2/a7wPeBBPh/Av8X4H9o2/Yp8D/c/jPAfws8vf31fwT+b/+rPwNBXTUYhkXbCpq6gVsPYtO0ykAszeabTbT990JTMhY5zWgbDd/tkyY5Ldtk0qCjUzcZ+/dGXN7c4FoheZoRhgJda+l1uviehe94aMKlosGwNVy3oa4qDg/3yYuc0XhAt+tyenrOz//251v/or6VMUynayzLxXVtNE3cpqdVBIGJ6+lcXZ2QpGs0DeqmQNe3XZq6puG4NlVVgICyKiir8nbhbBdHVZVUdUmWJRimRtvWmKZOpxdSVAVCFwTdkLptCHwfx3JoBeRlQVs3WKaBbmp0OgGaAU1b0bY1jmuT5Qlh6NPSYJhb/0Z9O50VCEzTIssK1uuYPCsxdYM8T3A95zZoAR48uHcbnd3BNHXKMmM4HGDZPlFc0LYGpulTNRppU5E3FaZhIsqaOk3RdYFuiNuXoY6mCRzXptcLMQwN0zRuX84mhu4yHu/TDTu8evEM0ypZRle4oUlVJlvfoagJApe6LpktF9StQZzmnF6+58P517z58Dmr9ZqdnT2iqKAsW4TmcbWJWFQFadOwXKyZX0bMLufYmo2lGRitwNFNPG+I4/SxrS5VpbG3d0ToOJRJwijskq036FRUVYquaxRljWE4rNcxm/WKIs+pq2o7xRM2WQZpnlE3KdPFGYvNlFUWc7OeEdcbKjOjYMEmuaBuU7zA5+Tshsl8xfnVFZs44fpmwmYTkacZ796+Z77cbA3mdc4wdHGslqxc0B1amGaJEBq6ruF6JoNhj9Vmw8FRH90sODl9g27Ao0ePidYlju3T7QaMd7p4gc3+4T67+z38IGR3Z8in33vM8+f7PHs2BlImk0uePT2mrFbcuz+m2w2JNgVB0OfBw3u47jaBLc+3oVuXl6fcTC7pdDx0o2U2u2G9XtDtdrcm/3WCaB0MzSNOMpJ0g2lBmmbomknbNKRZQhQt6XR6RPEGw9TY299jMBixf7DHarXg/vERtm2hCZ22dkk2gslVhmeP6YR72JaJY5sM+j16vQ6djke3vx0CpEnBbBJR5BpCwPnVb6jaKXt7B6RJje3o9PshZZUxHPVo2hpDN3Ecbyv9LcA0A0J/h9HwAWWuY1keptVS1jFC6Az693GMPTzP5uZ6Sj84xjHHaBr88Z8+58//2+/T6xncP9zBMaEsNjx//JjvvvqMvcF9Hh094snjMb2OT54kWJrH8cFTdM1gvjyl1dbsHhrY/gzfabCdkpaYv/vVX5NkEYe7z+k4h3TcQ/Q2YDmPaJuKpk3R9JIsjxBai25olEVFVdVcXV3wxVd/y9dvf06v7+J7PVxzjySJaMSK+eoNGNes06/QnSWubxGtdebTlPOrb/jlr/8LH05fczM54evXP+fi8i3PH/8BTx/+IQd7H7FeNnj2+P/Lb7X/3zj+Kd6tgJryS+AIsFwu1cb+7rt1Pp+rYJG7Xigpne31eiroRYK6sizZ39/n5OREdfFJeZkMA5Gx/BL8SaAjJVzj8Zhut8vJyQk/+clPth2stxs9yUJINsZ1XRU25LquKv+Wm1fJDsrNvfx3MuFW1j3IzacMIJJMnQzyuCvVlJJHyXrKGgwJOOUG/W4AjZQptm37LQArv5cE2FLiK4GODBMSQvD48WMVqiL9lTs7O0pmJy0p0qMqz5vcRMuQHgk05XmT8uS7IFYGCXU6HV69eqUAh0zwlUynDMiZz+fAll398OEDr1+/5osvvmC5XCrvmfy+i8VCDTIWiwXT6fRbfsO7ATRSktk0jfK9Sf/ger1WbJo8H9Zt+OFyuVQg8G5CrqzGOT8/V5Lem5sb9fmk91cOQk5PT5lOp2pdSaCUJAlfffUV6/Wam5sb5bOUsvFut6uGD9IrOh6P1fkAePv2LZqm8eTJEzWE6Pf7imk+Ojpib29PSSA/++wzXr58ydOnT9V3eP78ufKX9no95b2Ua+WLL75QCcxnZ2dKKq5pGjc3NywWC3q9npLUyvUhg6GkIkB6a2USsewjNQyDw8NDRqMRh4eHzOdzBYDlsESCxk5n67eXA4/BYKBY4V6vp4YAs9lMyc7fvn1LkiTcu3dPDbFk7+dwOFT3qGRspZS71+txcHCg/lneX7qus7e3p9KoLy4u2N/fV8+TP/3TP+Vf/+t/TRiGHB4eqvvw+fPnfP/73+fevXs8e/aMJ0+e0Ov1VBrto0ePkPU9ZVmqkLO7ioKf/OQnangxGAzUfSzl0PI73+38lIm0p6en/PrXv+bNmzeqL7bX66kAKTm8mU6n6vmUZRnT6ZRvvvmGv/mbv+H169ecn5/zi1/8guvraz7++GMePHjAgwcPWK/XKgDpHzr+qdIN/gx407btByHEfwf8y9t//38H/l/A/xn474D/R7sdhf0vQoieEGK/bdvLf+wvFsIkSwu1MKWZWj7stzKSEsd2KJxaSWg0DWUs3065NFp0LMtGNxpsB54+fspv3vwGMxgiLJO6bBCVT1sCpY8mhnz31Sf8z//zT5isP9D/6JB4WRJP1oTBiIvLa/r9kCiKWUcxmnCh1Xj9zZccHe2QZDl1pVEWDUHgkSQR0CIMgWk5xMkG09JxXYs8L7AsF8uCoqzRNIs823bL+b5NWTWkaYRpWpimhmltfYjbXJGWstyG+gitRTMEZVOgVTqu5WH7NroQ2KZJ1tjUbYuJQDd0nNv0XGiwLAPXt4miFbqusVovcd0tgyrPueM4mDoUdUl1Oy0BQZblUFbs7x9wcbGNatfNhiyPAIO2rOh0utDqZI5LXlS0moFmGmw2CZa77f2rq5LA8SiqCtu3aJqKsixuXygVrrv1j0qpkmYbPH70iChZcXpyzv2HD3j0aMBf/82vKKuao0eHZEmG41o4niBN1nQHPeIkJ8s1Hj16jG5UTOcblosVfs9nT+xg6DadYIf55IppFHG1eMeLJw/YzCOiTcrFhzneoU/gbb0QLQ2NlrF71CNNN4w8l0qsOD+NyPWMssi4OD+lrQt0s2I2j/DcACEgzzLKbEMn3KGuwHYMyqrg7GKC6zoITSPNM0w3YKczYrlZYFoVnu+yiaY4bgfKkoqGBoOrmzlV2iJqg9OTC8o8xTUsFosJptly77CLe/6O8YELVcYqiwgMg36vczukaICUlm0f6qCn4wWCw6M+RbViNo/48z//M/7ulz/F9Qxupmd0Oz6n+ZwamzSJGY5Dfvn5f+Z//3/4C9Yrh7qsaIrtFH083sH3e9AKvnm9oW1r4njB5dX5bSF1hGnpHBweEkVr5osFg0EPP2g4v7ikrDJAo66gaFraFkzbwrZdwtAjjVfoBhiGiab7pOmaTmjQ64Wk2Zr37xbbpDZbQ9QGdVOx2sSYtg5peZteW/Dm7Yx+b0BbV1xfzfADi53xDrbnULYFtIIsKynymiIv8TsNlluy2qRMrlNePv8OX77+O+pWoy4Lrm7m+FaH+XyF9v9u78yDLbnOwv77uu++L29f5j2NZrclJMUSkk3ZhgRhHMpUEioxRRkDIalKyGJShLKLyh9ZKmVDiiQUCcaVQKUSYyCExWWCHcAOlCnHkkFGjCSPZqTZ3jbv3Xf3pW9vJ3/cPq2rKdlCHs28mffOr+rW3F6mX399+vbX3/k2GwqFLM4ooN9usbp2HxKmObl+EtsOqM/mUWGaG9ttfD9NJjmH4zUo5Oe5/HKbt5w5i+e1KZQVS+Q4d/Y72N7apNPPsnZyBscZImFIwnKpVQsEIqhKhqsvNymszlHLzzLqueRLwaTCayKBZffwvCbD0YBGe5vaQo7dxg7edoJyqUKtXCahFLlM1P828PBchzAQBv0RpUqZ8dgl8G0KhSQWit5gi82dETPVE6SSBRQVsmmhVKrg+yOUDLBsC5SQy1axExbK6pHJhfR7XTxnhOO0SKWEhcpfwXUStFsd0qksueyRKN5z23SrzonUunW6QIvOX9KVLvULvQ6t0sbndIVD/QKZTCY5deoUzz//fOyZ056daYPmHe94B5///OfZ3NyMc5a0d2Rzc/Is6Pf7cXVGEeFrX/saS0tLcR9JXXBHh+3pvo+9Xu9VrUH0eeiwNG3k6lDe6fYD2gCb9kJqo1Xn1DmOExuUWh6dG6bDS7Xho6vt5nI5ut1u7OHV4X/aO6mvjy6cpHPRHMfBdV1WVlbY3NyMvZr6XQiIDQSdy6bHodfrxS/K2gutj61zJXU7FV3USIfzJpNJTpw4Qa/X4+rVq6ytrXH8+HG+8IUv4Hkea2trk7ZMUV5cv9+nWq3G4aunT5+m2WzGFTZ1URVtEOsiIru7u5w8eZJut0u/3+fKlSucOnUqDrnW57O0tESv12NmZibukakLOOlG97rQjm4FMxqNaLVar+r9qF/O9fXW4dCLi4vs7+/HHr1WqxXnp+owTd0vEODatWs4jhN7jGzbjisIVyoVPM+LQykrlUpszEy3bdETLMvLy7G37n3vex9f+tKXSKfTsfG3tbUVt9ap1+t86Utf4gMf+EAsjzacFxcX4zBfbWy32222trao1Wqx8bO6ukq322V/fz/uDbmxsfGqtkNaTn1vaoNUhw9P57Jqw6rb7cZFarSsuqhTv9+PJ14uXLhAtVolCAK2t7cpFotxkSdtVOmx1b1ytSe22Wzy4IMP8uyzz8bXURf72t/fR6J+j47j0G634zDr06dPx1WDRSQeS71vvV7n5Zdf5tFHH2U8HpPP51leXubBBx/k+vXrrK+vc//998fVri3Lituc1Ot1rl69SqVSib3UulCPntzRXujt7W1mZmbY2NggDENqtVrsHdU9QHUEg/bWlkql+Fmi2640Go240mwqlYqr+tZqtfi66MkqPbkx3etyuuruqVOn8H2fXq8XV6D+Rtwpzft+4FPR9/kphbYDzEffl4HrU/9nI1r3KuUnIn+fyawrmZyNUuD7waQaahQWAMQ3n4iF8n3sRIJcLst47COWkExMLqIu6Z1MJXHGAZ7nEgQ2IAS+y+rqPNmixcmzx+i0Bhxbq2AFFvO1k3ijMRtXX6ZctMkX8wzGXcaeRylXxk7azMwJXmBRyJfY2enSbTvkciky2SS9QQtI4bk2ly5dZ3lx8mO3JQnY5LJFNq7v0u8NJsaunUCskFwuQdLP4PsBoQoJAhfLVhQyGfoDD9tK4fsuKgwRa9KrT0QxGg2xbWvi2bMhk09jJ23ccIyVFELHx06n8QnxfI+kSpCybcJsmkGny3DYp1quTI7lDKJqdsLYHZFITsIMstFD1nEclGWBmhTi8T2HUIXksglGzhARi2wuQxA4QEiplANsBv0+iUSaYiWP6o2QREgiaZFyLQbtHvm5Agqws2lwJq1RfD+I8t4slLLxgygE1hLyuRz9XodWd4f19XWccZ9cIWBr63nKZYv+WFGopAg8h9WFGdywT6vXJ8QmV8qxce0GdkpYWJ4BS9EfjPFci+vX9ygUMpQLGerVBQgTiJTYv7FPvbjIoNGjWJvBFRvSaTwLrAS4gUtaJfAZMxi2SbTGtNs+5eUKqXyKBEl64y7t7h6pdAGv5VEo1el0+viuz0wtx15nh5nZHK7nkM9lUfhAyNjzyGYtCtk07W6HIIBUrkiulOb65ibZfAlfuSwsz9HY3CZppahkKwSOw7DvMHC7tDttklmbXF4xV0vQ2e5TqhRp9YeMPYeMn2A87oAdkMl74CqOrVXZ3R6wsDDD1tYW5RqIBOx3X+KxJ85w7folTp5cZOQ4nHvrKqNxl2q9Qjpjk8r5OM4WhbxFrzOkVslhWzV2G0OGwz4rx6qksyHnzz/Lt33bt7Pf2mU47GPbKTrtIaVilYXZY/jhmF6vgxs4HFtbYdAfEgZCsVCh3epi2RYiisBP8PzzV/mWB8/SavZxRgHdzhjbTuEkXOyExexcnXarS+BbOO4QZ5jgxPE1hsNJPqEkUyg1ea70B32c0ZiESlMvz7K7e4Ptaxe578QqnhWQy2UBm0RSEYY+zcaIcqVIsZTDyrq8fPU8hWIGZzzE98fYtpBKW1HP2QAhRXO/RzKfp9vuMez0wB+TSbmUqmNsq0AmV6Lb6ZCfWSLpLdJqvMTe7g3+3HmGWr1EumgxHPjUijO89dwxOh2bUdhhdalKUkAFPs6oh2XbzFbqpNYrzNZm6ew3AItAunTbGRYX1nGsq6QSCTY39ibtj3IJMvkMeZUnn86yu72N7/WYW1zGtots71ym3emStKoosjQbQxJ2hvHYpVBMkbQtRk6XQgAjd4tcUdG42iebzqOUoCyfUjlFq+MikkGsMf1Rh0LRpu7nmZ8vkkoIruPheDu8ePmPcFcbnD79Fi5evMzG9jfutXVIuC26Vb846JdcbThpAwReybXTL9q6oEcikcDzvPjFSb/waQ+nPu7Kygq5XI5z587R6XTi9hlra2uMRiMuXrxIPp8nnU7HOUS60mqlUonDznT4lw5J7Xa78cvXiy++GHt9tHdVeytbrVb8gqvX696U0zl72mjW4aPa2NPvGtqLOV1RVV8D/fKs8+y0Qaa9ojp3qlqtxsa7NrD0iyIQGzD6GuuCSbr1ig5z1XLowkm6xclgMIjDULURpI3kZrPJ/PzkVtEhsNPFl7QnRYeZ6sqanU6H/f19Tpw4wXA4JJ1Oc+nSpfhe0JV5dSVWfd9o714ikYjbM2jv4MbGBvl8ntnZ2bjdiFKKvb29uO2HzuXTBr6+J3VBIZ0naNt27NGzLIt+v0+j0SCVSsWN39vtdnyv3rhxg3q9HhcR0tdJt4HRocXTBZkuX74ce6lXVlZoNptxTqfrugwGA9rtNq1WK55cqFartFotCoVCbExp77cOPwZYXV2l2WyysLDA5uZmbFRsbGzw9re/nYsXL3Ly5ElGoxFnz56Nw3rT6TT1ep1+vx+HlVar1ThsejAYcOzYMRKJBOfPn+fJJ5+k0WjEXkcdlrmyshKHhY7HY9bX1+PWM+VyOc5/1JMNzz33HA8//HAc9t7v9+MJDtu24xxiHXrpeR7Hjh2j1+vF+dHRc4herxcb2rpK7pUrVzh79mzsZdPPGp2LqdsZeZ7HCy+8EI+X/h3q669Du5vNJrlcjna7HRf60vmG6XQ69mxqb/jm5iY7Ozs89dRTcSXpwWBArVbjzJkzsXda9x/Vxp9lWXFLEZ2nq+8rz/PiPN9UKsW1a9di417nRRcKBba3t1/Vg/Tq1atxVICOENATZnrSRPcGzuVycUGs6YmQUqkUT8rpnNR8Ph9X6U4kEozHY3q9Hk8//TRnzpzhzJkzvPjii1y6dOkbKqXbbliKSAp4H/CRm7cppZSIqDdyPKXUJ4BPAJTrGTUpJ54GAjzXQxFi2wmCQKGUTzKVQawklsgk1DSTQIUBgZKJJyyVnbTfyKYIZOL56gyazOfmSVpQzmaw0z7lepZLV/bxnYC541W+duEZUIpSOUBZY/K5Ar54pBJJipkCXafHwlKFrS2HXneE7wbUZ2cYDrpUakUazSaLC0vYysUZdAn8ECUKrBBbEhD18komM6QzGXzPASa94zzfxfcUCfuVynhB6CACmUyK0dCLFH6CTDaL7ypS6SQqVFgihKEikUzhBT5ur0ehXMJWFp4XEIYTb18yPSmC4gdRzzImFW39wCMIfILQJ1STMCdLUuRzWfzh5KFeKuTo9AaIZRMqYex6JBMWli0EgcfMTH3yYprOYCUtQjXxRIqtSKQmIbz1uTLFcobmfpt8Mcuo3cMSi0QqhS9CvlTEtoV+r8+kxYlgWUmGzgDPmxT8sWwoVXK0O3uM+mWWFuoMxn3coEcqDYlQ4bj9qChOAzvpUSwWaLYns83LayVGzi52OoUvXeaW8uzdGJK0klTLZZr7u7SaXar5MmPXpdV16DMkm84wSnuMJWQYBGQsRaWQI8Rmc6tNImnR2Btg2ynSGZ9wMMRP+eQLGXwVkCvk6fXGrK0vc2OnHRlJVYq5ChvOy2SzRZRAvpxjOOyxs9MlDGxc12ekhig/wW5jH+VkSeVCHNejXLfY293lxpYinc0TIIg1eTHab7YIHQclirHr0R8OGTpjElaWzn6XwAoYew5+yyOdCRFrTCYvSBIGQ4dUqkx9pkipYhEqh2qlwPmvvsjSSoqFpSpiMekt6w9YWMohYYad3Ru89YFF/LBB2q7gegNsBAkt7lt7gHbvKqG1R77k8uBDa9jJgFq9zHDokrSTWKTotge4jsepM8c5e+Y0T//Z/6Nxo0EhX2R1dZm9/cak1c44xPN8knaKWqVCb9jCCz3SmRK2ZHGcId1uj5l6mVI+T9JKkcnW6Pb2qFRzZLJJCvl5/LCPc61DJlPAEsF3GmQradr7+wx6Q+5bO4tlWfQGPVAuvfaAmZk6YiUZOX1sK8eVK11S6Q71epraTI5QfHr9Ptl0Ds8bky+kuLG5Sz5TJvA89vfbpF2PUqWMM3bZ2e2ztFBgMArodLZYWkgTEmIJLM+dpV4t4od9RiOfvf0WVTtLrT5L4AfkMgVSyTJK5nEdCNUIWxTt5i7dQYOFhTnWj91H6GZxQkWgoFQo4o4yeMMqKcaU8yXKpSalWpZU3mavsUepYtFt3mDodMhmEnT6HWrZKplUCTv0sO0MQejhew6ZVBkrE2KJDyKkkhmccY9W5zq5fIZKzaZSmCNQIxCHZEpRkzqbW/u0OleozVZBbMbOiDABoWsTeArPG2GlPBq9Fxn8xQ6nTx2n0y3dova6u7mdurVWqymdnwfE+XM6zE2/CAFx+Kv2sOk2FzqXTXuVstlsnDOmjRP9Er67u4vruqyvr/PMM88AxAbStGFXLBbp9XosLCywu7tLr9eLohxm6fV6VKtVGo0Gq6urcT833VxcexRVpFt1CwBdwVQXnpkOAdZGiA4d1d4IbRjq6zBdJTaZTOJ5Ht1uN65Kqj23+pjaKNLGlvb+akNR5zFqL4WucqtDWXUOozbWdeTV7OzspFJ3lEunq6Xql3BddbZYLMaeu3a7HXtytTFq23b8d7QHSudz6b+nK9nqQiq6KqqeTNCeSd1MvVQqxX0rl5aW4p6JugH9/v5+HL6oQy/L5fKr+nDqEEhdAXbaeN7e3sa2bRqNRmw065f4crmM7/tx3t3x48fZ2dmJjaRqtcqVK1fitjKlUolerxfnTbquG5/v3t4eQBymnEwm2d7e5saNG3F7CT3poIvzAK/KE7Qsa9KDPAqp1RMOOsdXG8L6eugw4mq1ynPPPcfCwkJslOs84UqlQiKRYGtri0cffZThcBhXctW/1ZMnT9JsNuP8zAceeOBVnjU9idDpdHBdl7e85S088MADfPGLX2RnZ4dSqcSxY8e4ceNG3ANSe750yLGu/KwNlm63y8zMDKVSKS72tL+/Tz6fJ5fLxd62a9euxQajvg77+/sMh0POnDkz0a2RYauPmU6n40mTjY2NOBe6Wq2ilIo9lbqgkPbs+lFKkS6c5Loum5ubzM/Px/fS+vp6/LteXl6Oz9PzvHgSYm5ujjAM44k47fnWk1JbW1s0Gg1WVlZYW1uLUwj0M0hPXuh2O/V6nWq1SiqViq9xq9Wi3W6TyWTi8OhCoRBXC9Y5orpnp/59Tj+vdJ9T3cd32qO6ubnJ9vZ2PJGj709ttOvf/MbGBu12m7Nnz76ux/JOVIX9buDPlFI3ouUbIrIIEP27G63fBKZLDa1E674+oigUM/j+GM9zcT0PEYUlCYRkZEAlaXYGjEcu6aRFLm9jZxSu79Mb+PhBEmWBpCzGbkAuneLhxx7ATnrY4Qg1GDCbD0hmXObm10hSYGPjOsuni1hVm56y8RJZgtDC7Q5ZKJXIJ4XhIERZNiI2loRks2NSBRc7Y5PJJJmtZ2jtbTFbz7C4MEMmVcb3bcaeSzJpEQR9ShWLUj1BaI3JZjOk00lAoUJBhQmELN1OH893SKVtctkU/nhEr9fFDwOS6QypbI5CuYJlJQiCidEqoQ1hAs8JsJWNHSgUgo+QSqYQAVf5uGOP0Amw7SSFYhk7k2Xs+5PrZVuMPZcQRYIkGTtNEHpYaZswlWAUBHhKoSxwfQfLBkvBeNQnVGNCQlxfkFRyYqz6Y8TycRmjVBgp0O7EiEWRn50hSCVI57LkMmkkDOm0B3GV3ETCZjB08H0LP1CksmkSaQufgEw2Q2tnm5wNg2GXgeeSzxfIYVFMp7HzacahTbffJplMYKkyY6dPMjVmpj7xCKWSimo1xUylzNJCERUM2N/dRqSFlXZpdDo0eg4BPnayR6lukSmlsdNJxqM+hZRLueIR4FKuLU0K2qiQnrLp9BW9TpPQ7zFTq0PSojpToe9s0e60QMZU6mluNK6Tz2Zx+z7D7ohBt4c7nuQaZwsF3BD22mMkPUNn6DNwumxuNymW6xRyFt1Gh3ZjjDMMIAjwBj16nRbNXpeh74MNIiFjPyBZniXMlFioL5IIwAk9ksU8yVyW4dhFEjaWHTC/UCGdtVlcSVEojinlLWYqOU6sLpOQPovzS2Szc1RqdZ542xMUUl1OHU/y+GMrZLIj3PEe/d4AJ3DxbI+206ZSLjNTXSQMXbAcwmBIJmPxre94jJPn7sdOjPHcNvlsmtGwxxf/+PfZ2r7A25/4Vs6e+BYWK0s43S5ra1XCwKOQLVMvL9JsNFlerjL0XBI5i5EzIp3I8cDZ01hWim7To5AqMT9bpdcfYWcq+FaXVmeH48dOMlupUKsVSSaFhABeQD6dIZtLMjc3x/XrO7TbA5yRy7AzIPRc9rY6vPTCJv4opFAqsnZqnrljM+QLs3Q6IYlshmS6yM52iEWRvtNgbj5HrVRmeWGOE/efxHUmIe2ZXJJQFCRyDMYV5pbPMQ4VtfoKykrRaTYoZ+ssLNtIekBxLkOuEKKsFkEAlszS6nZJJbJkE8cp5dapFB9g9dhbOH3mcbCF3rBPpbxEJlUllSwydmwKBcglKvjDNBl7hWPLJ1mcn0EFDjCi2btMKtsDGTD0FaMwZDBusr/TZm3uJPVyjaHTxQsC7EQKO5GiWq+BPWRhfo3mfo9crkzoZ+gPb5BNzzEepnAdodNt49EgW4Dl5SLjwZhBa0hK0qRFsVBawO1k6fcsNnZGvPhSg8vXr/HCxQu8dLH1Jqqxu5Lbp1shfnHU4WbwihGp85WazWbcmFu/TOqQKf1Spo2mTCbDo48+Gs/m63BR27bjUvZXrlxhdXU1fsHXBt5gMKBer8ctIbTHbjovUp9DtVqNm7HrfE4dbpZMJuO+dsVi8VUvZNNoo0SHyWaz2Xj2Xhcj0UVZpntYavSLpWbaEzXdB1TnWU6H+E2/fOqWI9rY1ddSv5Dql0Agzv3TxqQeC2286m36pVQva0Nfh/7qtg/a2LFtO/am6R6G2kjNZrPs7OyQSCRio0JPGGhvs/Yi6hxZ3U+wXq/TbrfjfNRarcbc3FzcbkOHXeoCMdrY1t5DndOnjfwgCGLPkJ78GA6HsQExPz+P7v2oQ3C1QbaxsRHnt+rwan3dCoVC7BXThqnOoaxUKuRyuTicV4dy6sqt2kDThqautplMJuMXeW306L+vPej6NzE/Px8XKKrX6xw/fpwgCFhZWYkL9rzzne/Etm3W19d57LHH4kqs/X4/vl9arRbFYpFarRaPvfbWvvvd7+bcuXPxPZXL5ej3+3z2s5/l8uXLvOtd7+Khhx5icXGRbrcb95otlUrMzc3RaDRiz7T+jWYyGR566CFs2544HEolFhcX4/BrXYl3fX2dubm5uMiOfj7oXOj5+XmuX78eX1/d/mVvb48LFy7gui6lUon77ruPxcXFOJ9be/2azSbpdJp2ux33Jl1aWpq0/YrGRucba+P+xIkTBEHA4uJiXOCqWCwyNzeHUiruqauvrfYWplIpisUilUqF2dlZ7r//fh555JH4N1Qul2OPqA4511EC2WyWlZUVZmZmYuN0e3s7vm90S5/BYMDOzg6nTp1ibm4unlzTxcLm5+fjPHSdr6pDwHXLF8/zYk+0DvMeDodx8aREIsHCwgKe58XFh15++WVeeuklzp8/z8WLF7+h7hAdanG7EJFfBT6nlPrlaPlngH2l1EdF5MNATSn1kyLy14F/BLwX+Fbg55RSj73OsXvAhdsqwN3JDHAk4rymMDIfHY6i3Ebm28OaUupQVvG5zbp1Dxhg7smjwFGUGY6m3Ebmo8Ptlvvr6tbbaliKSB64BhxXSnWidXXg14FjwFXgbyulmjKZ0vl54D1Mqtz9sFLqK69z/K8opd522wS4SzmKchuZjw5HUW4js+GNcLt1a3S8Izc+Ruajw1GU28h8dDhIuW9rjqVSagDUb1q3z6SS3c37KuDHbuf5GAwGg8Fwr2N0q8FgMBjuRu5EjqXBYDAYDAaDwWAwGA4x97ph+YmDPoED4ijKbWQ+OhxFuY3MhruNozg+Ruajw1GU28h8dDgwuW978R6DwWAwGAwGg8FgMBxu7nWPpcFgMBgMBoPBYDAYDph71rAUkfeIyAURuRSVVj8UiMiqiHxBRJ4XkedE5J9G62si8vsicjH6txqtFxH5ueg6PCsijxysBN88ImKLyDMi8plo+T4R+XIk269FDcERkXS0fCnavn6gJ34LiEhFRH5DRL4mIi+IyBOHfaxF5Meje/u8iHxKRDKHcaxF5JdEZFdEzk+te8NjKyIfjPa/KCIfPAhZ/rJ8HZl/Jrq/nxWR3xKRytS2j0QyXxCR75pafyif7/cCh/XaG91qdOthH2ujW41undp2cLpVKXXPfQAbeAk4DqSAPwfOHfR5vUmyLQKPRN+LwIvAOeCngQ9H6z8MfCz6/l7g9wABHge+fNAy3ILs/wz4FeAz0fKvA++Pvn8c+AfR938IfDz6/n7g1w763G9B5v8G/Gj0PQVUDvNYA8vAZSA7NcY/dBjHGngn8AhwfmrdGxpboAa8HP1bjb5XD1q2Nyjzk0Ai+v6xKZnPRc/uNHBf9Ey3D/Pz/W7/HOZrb3Sr0a2HeayNbjW69W7RrQd+sb7JC/wEk8bQevkjwEcO+rxuk6y/A3wncAFYjNYtAhei778IfP/U/vF+99IHWAH+EPgO4DPRQ6Ax9aOJxxz4HPBE9D0R7ScHLcM3IXM5UgRy0/pDO9aR8rsePcwT0Vh/12Eda2D9JkXwhsYW+H7gF6fWv2q/u/Fzs8w3bfsbwCej7696buuxPkrP97vtc5SuvdGth+95OyWz0a1Gtxrd+sq2O6pb79VQWP0D0mxE6w4VUWjCw8CXgXml1Ha0aQeYj74flmvxH4CfBMJouQ60lVJ+tDwtVyxztL3DTT3d7hHuA/aAX47ClP6LTBqfH9qxVkptAv+OSXP3bSZj96cc/rHWvNGxvefH/CZ+hMnsMRwdme8ljsS1N7r10D9vjW41utXo1le4ozLfq4bloUdECsD/Aj6klOpOb1OTqQZ1ICd2GxCR7wF2lVJ/etDncodJMAlt+AWl1MPAgEkIR8whHOsq8L1MFP8SkAfec6AndUActrF9PUTkpwAf+ORBn4vh6GJ065HA6FajWw/N2L4ed5tuvVcNy01gdWp5JVp3KBCRJBPF90ml1G9Gq2+IyGK0fRHYjdYfhmvxDuB9InIF+FUmITv/EaiISCLaZ1quWOZoexnYv5Mn/CaxAWwopb4cLf8GE2V4mMf6rwGXlVJ7SikP+E0m43/Yx1rzRsf2MIw5IvJDwPcAPxApfTjkMt+jHOprb3Sr0a2HeKyNbjW69a7QrfeqYfk0cDKqdpViknj86QM+pzcFERHgvwIvKKV+dmrTp4EPRt8/yCQ/RK//wajy1eNAZyoc4J5AKfURpdSKUmqdyVh+Xin1A8AXgO+LdrtZZn0tvi/a/56bnVJK7QDXReR0tOqvAs9ziMeaSZjO4yKSi+51LfOhHusp3ujYfg54UkSq0Yz0k9G6ewYReQ+TULz3KaWGU5s+Dbw/qk54H3ASeIpD/Hy/Bzi0197oVqNbOcRjjdGtRre+wsHq1tuVZHq7P0wqPb3IpMLRTx30+byJcn0bExf+s8BXo897mcS+/yFwEfgDoBbtL8B/iq7DXwBvO2gZblH+d/NK5brj0Y/hEvA/gXS0PhMtX4q2Hz/o874FeR8CvhKN928zqU52qMca+JfA14DzwH9nUrns0I018CkmuS4ekxn0v/vNjC2T3IlL0eeHD1qub0LmS0zyOvTz7ONT+/9UJPMF4Lun1h/K5/u98Dms197oVqNbD/tYG91qdOvU/gemWyX6QwaDwWAwGAwGg8FgMHxT3KuhsAaDwWAwGAwGg8FguEswhqXBYDAYDAaDwWAwGG4JY1gaDAaDwWAwGAwGg+GWMIalwWAwGAwGg8FgMBhuCWNYGgwGg8FgMBgMBoPhljCGpcFwBxGRVRG5LCK1aLkaLa+/xr5ZEfkjEbFf55j/W0Qq38S5vFtEPvMNts+KyGff6HENBoPBYLiTGN1qMNwdGMPSYLiDKKWuA78AfDRa9VHgE0qpK6+x+48Av6mUCl7nmO9VSrXfzPOMjrsHbIvIO97sYxsMBoPB8GZhdKvBcHdgDEuD4c7z74HHReRDTJp2/7uvs98PAL8D8QzoH4vI74rIBRH5uIhY0bYrIjIjIo+KyLMikhGRvIg8JyJvjb7/kog8JSLPiMj33vyHRORdIvLV6POMiBSjTb8dnYfBYDAYDHczRrcaDAdM4qBPwGA4aiilPBH558BngSeVUt7N+4hICjh+02zrY8A54Gr0f/8m8BtTx31aRD4N/BsgC/wPpdR5Efm3wOeVUj8ShfU8JSJ/cNOf/Angx5RSfyIiBcCJ1n8lOp7BYDAYDHctRrcaDAeP8VgaDAfDdwPbwFu/zvYZoH3TuqeUUi9H4TufYjIjezP/CvhO4G3AT0frngQ+LCJfBf4vkAGO3fT//gT4WRH5J0BFKeVH63eBpb+cSAaDwWAwHChGtxoMB4gxLA2GO4yIPMREQT0O/LiILL7GbiMmSmoa9TrLAHWgABSn/r8Af0sp9VD0OaaUeuFVB1Lqo8CPMpmN/RMRORNtykTnYjAYDAbDXYvRrQbDwWMMS4PhDiIiwqTAwIeUUteAn+E18kCUUi3AFpFpBfiYiNwX5X/8HeCLr/EnfhH4F8AngY9F6z4H/OPobyMiD7/Ged2vlPoLpdTHgKcBrfxOAeffuKQGg8FgMNwZjG41GO4OjGFpMNxZ/h5wTSn1+9HyfwbOisi7XmPf/8OrQ3KeBn4eeAG4DPzW9M4i8oOAp5T6FSYV8R4Vke8A/jWQBJ4Vkeei5Zv5kIicF5FnAQ/4vWj9twO/+8bFNBgMBoPhjmF0q8FwFyBKvZbH32AwHDQi8gjw40qpD4jIu4GfUEp9zx0+hz8Gvjea5TUYDAaD4Z7G6FaD4fZhPJYGw12KUurPgC+8XhPn24WIzAI/axSfwWAwGA4LRrcaDLcP47E0GAwGg8FgMBgMBsMtYTyWBoPBYDAYDAaDwWC4JYxhaTAYDAaDwWAwGAyGW8IYlgaDwWAwGAwGg8FguCWMYWkwGAwGg8FgMBgMhlvCGJYGg8FgMBgMBoPBYLgljGFpMBgMBoPBYDAYDIZb4v8DDmV7cW+XCl4AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "filename = \"cows.jpg\"\n",
    "\n",
    "image = imageio.imread(filename)\n",
    "\n",
    "ny = image.shape[0]\n",
    "nx = image.shape[1]\n",
    "\n",
    "imageBW = np.zeros([ny,nx])\n",
    "\n",
    "count = 0\n",
    "\n",
    "for ix in range(0, nx): \n",
    "    for iy in range(0, ny):\n",
    "        imageBW[iy,ix] = int(255) - (int(image[iy,ix,0]) + int(image[iy,ix,1]) + int(image[iy,ix,2]))/3\n",
    "               \n",
    "#Image from https://agronomag.com/holstein-cows/holstein-cows-origins/#main, Agronomag\n",
    "print('Image size, ny = ' + str(ny) + ' , nx = ' + str(nx))\n",
    "\n",
    "plt.subplot(121)\n",
    "plt.imshow(image)\n",
    "plt.xlabel('X (pixels)'); plt.ylabel('Y (pixels)'); plt.title('Original Image')\n",
    "\n",
    "plt.subplot(122)\n",
    "plt.imshow(imageBW,cmap=plt.cm.Greys)\n",
    "plt.xlabel('X (pixels)'); plt.ylabel('Y (pixels)'); plt.title('Image Converted to Greyscale')\n",
    "\n",
    "plt.subplots_adjust(left=0.0, bottom=0.0, right=2.0, top=2.2, wspace=0.2, hspace=0.3); plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Crop the Image to Improve Stationarity\n",
    "\n",
    "If we include the grass and blue sky we will have a very nonstationary image with the mixing of very different spatial continuity."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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qMboc7seX472vxbozYcKECRMmTOjjXUEstVDvHi8j9zw1EaxVjloRauVnXimh6mrsrXw7LEe1LGq1ntdIvWi1ZSP3G5VBnaeRNVF9r9HvlxOX8xl6JL1Rq2m9ecvPqJVmNc9R9zU9pdLlRr39Xy7blcClRGU1iaQJEyZMmDDx7sY1TyzVqFdQr3WvmgAYCW+yUFnvXsxGy1YP3m5rWL1RO6+GQHmpBLue/bJaqGWBq2df4eUMwKRVlreTiDSKd3LZgMsfebYerKYfqAOSNZJ3vUq5WmlNmDBhwoQJEz9duKaJZaOaci2L4moCiKjvr2dvpdZ98nMuB+T3u1bd9C4VaoHaqO3l32vlV+uaVr56/UHdZ+oho/UoLvTKWC/JWE2gnkb7mJ7Ftt49nibqh1ohVk9dX0p7Gt1vtp8JEyZMmDDx7sc1TSwBbeHUyNVUb7+jfE3vPq10WlbIWsKWfI+Rm12j7pd6+Wrlr5fHlcBqXRxXs3fW6J7LFWSlnoAn9Jn24dZ6rlw2rXu0+lSj7pFGyoxG+oyR1b0Roi6/1+XY1/puIC+X0i9XY50kaNWd1jisd3wZ5dsoroZ7vwkTJkyYMGGicVzzxFKGxWIRn42sHFoEQ49c1kMUZaxGoNf6Tc/9Vgt61rF3g6C9WjTaRpeSv1Z+RA6NrJZyXnpCuZ4FthESUe8+YqN86yUlRiTDSIFTy9Xc6JmXG1fKVX21aKS/Xk6FSS1CSfdcKULZKOoprwkTJkyYMGHiyuGaJpaMsYvIpPyblpuhHvQE/loErxHiqSWwrsZNsR4hvJZgt1rBr5YrZqMC3aWkX42l5FJcWymtui3U/UTrWiNlMHKtXo3AXI/7rFGZ6iV9ct00SuxrKV3eTnJ5JfK91PFda1w3OkfRPXI76s1j9fSfy4VLmQ9MMmnChAkTJkxcXVzTxLIeXKrVj/4upzve5RKA3k6Bz+j5q9mneKWwmvq/HMJsvRZCsvDUc58aRgShHhi5sAIXu+AaPUNNStTp9N6rHotoPYqCd5pVUQ/1tk0jxNPo90b6h5alWeu+t6OOjd6/ltLFJJcmTJgwYcLEOwPXPLFsRNhudN+ilhVqtWjU/U/vu1H+b4d7oN53o7ptdG9jvW6XV4pY16pLI6FWq/2MrNqXw+rbCPSs+LUsWnrptCy5WlZ/ozRGqNWvrnS/bwSrseY3Wh960KqLesZjrTz1rl0O0tkIIaxXGdToXGPChAkTJkyYuHy45oklUL9QdSmCDF0zIja13NRkotqIQHY5SZs6bSMWPj2S/XYKcLUUBpdi2VGnMXquVlsa1Ukj7W1koanX9Vrt2qhnJVU/U/28RhQIjVjdGiXURnVtdH+91vTLTU5Xa6lczTsY3af2uNCrv8tlWVWna8Rarack0Ju3LxcpN2HCxDsfjLFBAGMA7Jzz0lUuzjsO75T6eaeU40qAMfZPAKY55797tcvyToaldpJrA0Ts5D+LxdKQxU8vH3U6LaHdqDx6z1P/6V3XSlerDupFrTzldOr/9ZarnudfrvyuBIzayuh3GVr9Sq+d1L+TwG1ECmo9v94+JRMRo/LpjS29d7dYLOIe9Ril60bjVe8eNVlV/9Uznt6uvqbXBy71Tw+r6QeN1letuqunT9YqXy3o1YG8/96EiUbBGBtnjN13tctRC4wxP2PsLxljk4yxNGNstPK99WqXTQZj7PcYY49fwfwvqb2Ygi8yxo4yxrKMsXnG2CuMsY9fznKaABhj/4YxdqDSX+cYY88xxu642uUycXnwrrBYaqGWEF7v/XSPEdSadvW9q7UGqDXyanKhtkYY5SXfo/cMo3wut/B9OfOrRYQuFXr1otXH9N5Lr371IL8T3Ud7INX9op5y1SpfPemM8qW+pU6j1b9q3S/390ZgVPfyOFTnqzUuVvP8y9H/9PJodLzI6S9Hnuo6kuuylrKr3rqtlZcatcbgO0k5ZcLElQBjzAHgRQBxAA8COA2gFcAvA7gZwLNXrXASGGPXgqz51wAeAvArAF4HUARwK4BfAPBNdWKmTDqMc64fnMDERWCM/QaA3wbwBQA/glLPDwL4AJR6V6e38XeZ5fPdjmtepVuPZrsege9yCIValiw570YtJrV+U6erJz+tsmp91rvPCPWS6Mud39WAnsXIiODWawmSrXfyZ7LUyc/Se04j1+t5L6P30LpXy0Ip318ul1Eulw3zMYK6z+r90XPkZ6mvqX9vpL7ebhiN9Xr6l9Yc1ciYrfVMdZvKAaEardt6yqZVlkbey4SJesAY+yxj7A3G2F8wxuKMsfOMsdsq16cYY4uMsc9I6R9mjB1ijCUrv/+eKr9PM8YmGGMRxtj/J1vbGGMWxthvVyyPEcbYtxljzTpF+zSAfgA/xzk/yTkvc84XOef/g3P+bCW/TRXLW5wxdoIx9n6pHP/EGPsSY+wZxliKMbaPMTZU+e1vGWN/qir3kxViAMZYN2Psu4yxJcbYGGPs30vpfo8x9h3G2OOMsSQUEvE7AD7GFCvVkUq6AGPsK0yxWs0wxv6AMWat/GZljP0pYyzMGDsP4GGD9nmsUg9PVfL/rcr191feOV6pg006968H8O8AfJxz/mPOeY5zvsI5f51z/lkp3SuMsT9kjL0BIAtgLWNsI2Psx4yxKGPsDGPso5W0NzHGFuh9Ktc+KL37zUyx2iUr6f5cSncHY+zNSrmnGGOfrVw37Feqd9KtW420NzPG9lSeN8cY+79MUVrQ75wx9gXG2LlKmi+xyiLdYDsFAPw+gF/lnH+Pc57hnC9zzp/inP+nShp13/lspa/9oFLHI4yxX5TypPTfqvThg4yx66Xfxxlj/z/G2EnGWIwx9lXGmEv6/X2MscOV93qTMbZN+m17Jb8UY+xbAMR9JvRxzRNLGasRJJgOOTD6rvdsWZipFWFTXdZawqLec4zyqEVeaj2/ESKizutSIedbr6B8rQiSRm1IYBqETL7GdNw8tZ7RSB+SoeVyqkUCtcqtlz+l12tbvbqQoW7zWoRRi+zIaYz60tXuV/W0q1YarTzq6RONlEMLWnOl3pxjlH8jMFJSmDBxGbELwFEALQCegGLFugnAOgCfBPB/GWO+StoMFNIXhCJo/wpj7FEAYIxtBvA3AH4eQBeAAIAe6Tm/BuBRAHcD6AYQA/AlnTLdB+CHnPO01o+MMTuApwA8D6C9kvfXGWMbpGQfB/DfAYQAjAD4w8r1b0AhgkQgQgDeC+CbjDFLJd8jlbK/B8CvM8YekPL9AIDvVOrgKwD+CMC3OOc+zjkJ/v8EoASlDrdX8v+Fym+/COB9les7AXxYpw7AOf8UgEkAj1Ty/18VsvgNAL8OoA2K9fYpmTBJ+BkAU5zzA3rPkPApAL8EoAnAEoAfQ+kP7VDq8m8YY5s55/sBRCrvJN/7tcrnvwLwV5xzP4AhAN8GAMbYAIDnAPyfSrlvAHC4co9uv9LAP0G/btVYAfAfoFi7b4XSnv9OleZ9UPr7NgAfBUBtXXc7VfJ2Afi+QRqguu98HcpYm4YyHj4M4I8YYz+jSv8vAJqhtMW/Vvo+4ecr5R0CsB7A7wIKcQTwj1As/C0A/h7ADxhjzko/+VcAj1Xy/RcAH6pRbhN4FxDLekhNPWSM8tITlLVgRBCNyqJVrlrCUL3CYKN56RGFWkRU752MnlFPXpfyHjKR0BI2awnX9b6DFiGp9092Z2Uqy546XyqDkdC8GmFarv9aedZLXvTy08tD/q+XL+fVro6y5Zau6REZrfaR+4TWO7xTiclqylXvnKe+pmXZvZT6qGf+NJonaynAVju2TZhYBcY451/lnK8A+BaAPgC/zzkvcM6fh+LStw4AOOevcM6PccWCeBQKwbm7ks+HATzFFWtYEcB/BSB31i8A+C+c82nOeQHA7wH4MNN2J20BMGdQ5lsA+AD8Mee8yDl/CcDTAD4hpfk+5/wnXHE3/DoUIgMAr1XKdadU7j2c81koBKONc/77lXzPA/gyFGJF2MM5/9dKHeTUBWOMdQD4WQC/zhXL1SKAv5Dy+CiAv+ScT3HOowD+p8F7auFjAJ7higVyGcCfAnADuE0jbSuAeVX5pitWrHyF7BH+iXN+olJfDwIYr/SLEuf8EIDvAvhIJe0/Q1E6gClW5wegEB8AWAawjjHWyjlPc873Vq7/GwAvcM6/wRVrXoRzfhio2a/ksteq2ypwzt/inO+tvMM4FIKlzvePOedxzvkkgJdxoZ800k4tAMK8tmur6DtQ2uZ2AP+Zc56v1MX/g0KwCW9xzr9Taec/h0Jeb5F+/79S+f4QF/r/LwH4e875Pq5YqP8ZQKFy7y0A7JV3W+acfwfA/hrlNoF3wR5LLQHESKAggUMmUPXeqwaRAb0y1cpT77qWMEXPkp9ZL0EzyrveMumhXC4b1t9qrJl69aqXj1wfWnVfr/Khnmtavxu9v7qcWpZIvXyM+o3cjymd1rMahVa9GqVRl7vWvY1AbaHVe6Y8Noyer5eHuv/Iz1tNHV4urKYO5XfR85qoVU/1zF9adW70HHXZGpkj67F0Xs12MvFTgwXpcw4AOOfqaz4AYIztAvDHALYCcABwQrF4AIrVZYpu4pxnGWMRKZ8BAN9njMkDeAVAB4AZVZkiUKyeeuiGYomT85pAtYVUJlRZegfOOWeMfROKEL4bCuGh4DsDALoZY3HpXisUMkqYgjEGoAjuc9L4tUj3VdVTpdyNoFu+h3NeZoxNofrdCRfVI+e8t0LmlwHIE4xcpgEAu1T1YINi5QKU+jrFGPNCIWCvcc5JEfB5KG6hpxljYwD+O+f8aSgKi1GtF6rRr2TUqlt1vuuhELKdADyVd3hLlUyzn6CxdooAaGW1903K+XUDiHLOU6pn7NRKX2lnsm5q5Tch/TYA4DOMsV+TfndUfucAZnj14tRoH/ypxDVtseQ6lgn6TeuafK/edT3XKj1hSKsc6jRqaAnLRvfVEgC1ntsIWTIiMnKZ9a4ZPU+rXmpZMuqBOu96LZZaedR6vlY6Iwu31p/aMqm1t0/LYqz1jnrvYfSulwtGlsJa3/XKZ1RuNYls1AKmvkerbQh6EWffTjQyVuT0RnONVr7yb43gcigsGumvct/XGwd684AJE1cJTwD4AYA+znkAwN/hAjmZA9BLCRljbiiWHMIUgIc450Hpz8U5V5NKAHgBwAMV4qKFWQB9THFdJfTjYoKqh29AsZYOQHEF/q5UxjFVGZs45z8r3ase0OrvU1CsQ61SHn7O+ZbK73NQSJZcbiOo85+FQhwAiGA7fdB+95cA9DLGdmr8ZvScKQCvqurBxzn/FQCotNkeAB+E4gb7mMiE83Oc809AcaH9EwDfqbTjFBSXTS0Y9SsZtepWjb+FEvhpmCuuub+jk68WGmmnPZVyPVojT7mOZwE0M8aaVM+Q21E8v9LXeyv3XfR75V76bQrAH6raz8M5/waU9+ph1QterT5oAleQWDLG/pEpG9qPS9eambLJ+Vzlf6hynTHG/popm3KPMsZubORZegLKaoXteoiIWlBq9HkykZAFR6Py1SrP20UsjNBoHWtdq+c96hVua9WPUd9R368udz11rWeh1LtXfV1NlFdWVsRfqVRCqVTSJNCNCP+1SIve++iRS1mor+cd9epDJuLqvI3qUG1xlIm9+mgT9W/kZns1xo7ec1c7D9VLjush6lpjo553URM8vfGj9UwtJZHRHlq9IEwmTFwFNEGxsuQZYzdDsfYRvgPgEaYE/3FAcXWVB+HfAfjDCpkDY6yNMfYBnec8BkU4/i5TgshYGGMtjLHfYYz9LIB9UKxLv8UYszPG7gHwCDSinGqBK66dYSiuhz/inMcrP/0EQIox9p8ZY26mBHDZyhi7ySC7BQCDRHK5Yrl7HsCfMeXIFAtjbIgxdncl/bcB/HvGWG9FVvztGsVdALBW+v5tAA8zxt7DlP12vwmF1Lyp8Z5noLh/fpMxdj+9E7TdZmU8DWA9Y+xTlfq1MyVojxwk6GsAfgvAdQC+RxcZY59kjLVxxZocr1wuQ3FHvo8x9lHGmK3SnjdUfjfqV/L71KpbNZoAJAGkGWMboUTGrRd1txPnPAHF9ftLjLFHGWOeSp09xBj7Xzr3TEFps//JGHMxJbjO53HBeg4AO5gSGMkGZU9tAcBe6fdfrZSvGcB/geLKDiju219gjO2q8BAvUwIkNUEhwaXKu9kZYx+EEmnZRA1cSYvlP0HxP5fx2wBe5JwPQwmRTR3wIQDDlb9fgqI9qQuyEHKpJMtIyKmVvh6yoIaRcF5POVdLuIzyb6QOjb7XqnM9obhWOhnqdzUqp5HAXut99dpYK79696XVWyY535WVlSrCVusedb5q1CIeWnmpiaVeG9R6p3og1ye9u541Woscar2rnMZiscBqtcJqtVadoVkvIbucaHS8aP1O0FJkqKFFvOtRcNVLLrX6r14/NerLch9QWyxrzTdvdxuaMCHh3wH4fcZYCoog/W36gXN+AkoQnW9CsYqkASxCEYYBJajLDwA8X7l/LxRr4UXgyh7M+6BYm34MhRz8BMq+tH1c2cP5CBQZKwwlaNCnOeenG3iXJyrPoL2B4Mo+0/dB2Wc3hgvkM2CQD7lsRhhjByufPw3F9fAklCBF38EFl9QvQzmO4giAg5BImQ7+J4DfZcq+yP/IFbL4SShBcMJQ6uGRSp1o4VehHDny5wCiUILF/A8oezUntW7ginvme6HsXZyF4i76J1BcVAnfR8W9mXOela4/COAEYywNpc0/zpVotJNQ9kf+ZqUchwFcX7lHt19pwKhu1fiPUEhqCkq9f0snnRYaaifO+Z8B+A0oAXSWoChGvgglUI4ePgFgEEodfx/Af+OcvyD9/iSUdopBsQx/kCv7LQlPQCHa56G4Gf9BpSwHoAQf+r+Ve0cAfLbyWxGKpfmzUNrhY7XezYQC1oig13DmjA0CeJpzvrXy/QyAezjnc4yxLgCvcM43MMb+vvL5G+p0Rvnv2LGD79mzR37epZT1IoGFBFb6rEcEjPJsBEbCoSwIGj2H3sPo2asltPWgXuFOq4xGz7dYLIb3yO3TSL3XIyDL5VW3kV56I3Ki1b+0yqMncBvlSeRJXT6tZ9VDKuW0td6p3v6jrsdGnqNOJ39Xl10mnVr36T3jchKSRsdUI3OM1vxE72dEurT6h4x6FCN6JLwe4qnXx/XSqPOtNa7kPuRyud7inNfj3mbCxFUBUyLJxqG4IY5d5eKYuAJgjI0C+GUVGTJxGcCUI1fWcc4/qfP7OIBfMOv+7cPbHbynQyKL81A2owPKZmp5c+105dpFxJIx9ktQrJro6+u7SNBQB5MxEmLpd0pPVotSqVRTQNITfLSeq/W5FvlTkyQ9YnO5FAO1hL1aFpB68tUiAvXkJb+nHnlcLZk0IqNabaCXj17etQi8UR565VQTBS2yVIt0aUF9j+zCqGUFrCdP+l2vDPXUf61y6t2jrhf1uNPrm/UqR+pFPf1mNeNLawzoKaNqzTda+WgpC+R5SP1fq/z1jJF6f9Mbh3qKAxMm3qlgjD0CxWuLQYlWegzA+NUsk4krA8bYhwBwKPs4TZh41+OqRYXlnHPGWMOsiHP+DwD+AVAslpVrFwlPtYQXPWLCGIPNZhN717Tu18tXhnyshF55jATneghAo1a/esjcat7VKF0t60Kta0ZCsRGZN3qmXv0ZvXs95EnrObXqc7WWHT1ypfVu6mdpkQG9vLTGllH59EiGXhtqET4jpUE9Ch09NEI61PXXKFnRqvMrCS2lk/p3vfu0oNeeRt/V7W7Uv2q1o5FCSi+tSSiNwRh7EIrLnRXA/+Oc//FVLtJPMz4AZX8kA3AAihvklZ0kTLztYIy9AmAzgE/x6si8Jky8a/F2E8sFxlgXv+AKu1i5PoPqqE29qDNqmZHmnH7XSq++xjmvCu5ht9ur9nUZkYta5EBLSDMShtTBLrTK24gQpRbm6iVglwP15GUkhOoRm9UI7LUsxPVaSPTy1iKues/S+qzOZ7WQyZpemdSET6v89RBJNWqNEz1yWeuz0TW9Murdoy6j1rtfLujVpR5qje1aCpl6+2qtMtRzrd7nGT3XSLnWCFbTV36awJRAJF8CcD8Uj6D9jLEfcM5PXt2S/XSCc/4L0D+s3sS7BJzze652Gd7t4Jz/Xo3fB9+ekpggvN3E8gcAPgPlHJ7PQNlwS9e/yJQzk3YBSPAa+ytlqEllPVY79TW1IA5ABPWgKJxGpLWWgKVHGGpdq5doNGK51LpPy8JV7/2NEiH1M/XISL1EpJ66p/y0nqGHet+rXgJZy5q2mjLKv2vVpZqYq9M02teMiKPWM2XUa1UzIhsyUatFVPSUOFrKHi3li967aZVLr7yNEsVGnlsLWnWt1d61rJJ6/bhW2et5l0sh0Vp5yP3jcirI3gW4GcAIVw6yR2Wt/QCUwB4mTJgwYcLEZcEVI5aMsW8AuAfKYajTAP4bFEL5bcbY56EcNPrRSvJnoUTBGoESGvtzjT6vERKgJfAZCUuMMRE8Rksgr9eSU68QpVVGtVVFy4JXj7BtVJbVWCUaEd7k8teyLhu1B7VDI1agtwO1lAdGQrHRb3rWRr3naF3XUrzU6re1LMRGwnstRYEWCdFScsj/5cit6nR6z9d6R61xUut7PWNAj+AYoZ4+XC/po+9Gz9aqPyNlQSN9RS+NVt3qkVKt+9QeHFrvoXfNhIBWHAPNSKMmTJgwYcLEanHFiCVXDn7Vwns00nIooZ4v5/MvuqYnoGsJtVoERkv4qWXB4ZwLwcgoAIo6P/V5emqhtRE3LyMrTL1kp9Y71hLEtawjtcpjVI5G3l+vzGpcivVVnacW8a83H6NrWhamei1TWtBSVmg9o9Y71KOs0CKLWvcSiVSnNbIMyvnolaUesrcai6Hee1wu6JFBrbJpzWNGZdN7LyOFRz15GCnB6q1/rXfU69cmqbx0MCkwnsvl2jE8PAy73U6/AbiwnlEdW61W8Z0xJfBdOp0WbZNOp1Eul2Gz2WCxWLC8vAyXy4VQKITl5WUsLy8LjyAAKBQKiMVisFqt4p5CoVC1TUXu1zabDV6vFy0tLbBaraKs9a4T8vqtTkvHHE1PT4s87Xa7eFe73Q6n0ynqaHZ2FrlcTlPxqX6OWmGsnt+cTif8fj8YY8hms1heXobVagXnHDabDYxdCK62srIi2sFiscBms2FlZQV2ux25XA4WiwVOp3L6RalUgtVqxfLyMorFIlwul5hvrVYrmpubYbfbsby8jGQyieXlZdHOXq8XVqsVqVRK5GWz2eB2u8VvlwvlchmlUkk8X902spKRvMnsdntVvciR5CltPTLY2wmj9ertglrBqDUmGpU51ffUUobS/1KphEQigWQyWTWOHA4HgsEgXC5XVf70Xy4ztb/cH2U5XB3gk/JYWVkR84x6rMr9Sj2/0PiR5yc1crkcwuEwrFYrPB6PKJPdbq+a62opuNWoxT8AIJ/PIx6PI5/Pi8Ck6rqy2WzCQ5P+u91u+Hw+8V3dN44fPx7mnLdpPfOqBe+5XNDTfDeaTksQo//qz/KfTEJlaO3LVB8ar57kaGHgnGNlZUWzPHrlVsOIGNRaeLUsBOrPamg9S48Uy2XQGohGZLdW/nplq1fwrCedXH9aAq86H63Pcplqta36fr320SqjXrnU/Vq+px6CLff7WqTFqB/I99YzqRoRJa18Gukn6nLXWhRXs9iuFlpkXN1uaq8KoHos60GvrfVIXKN5qPtVLcKrR0q1+opRHzFRhZpxDLgUGK+rq4s//PDDeO9734tdu3YJYgIohKJQKGBqagrd3d1Ip9NwuVwoFApYWVnBkSNHEI/HBQnbs2cPstks1qxZg+XlZdhsNvziL/4iLBYLxsbGMD4+jsXFRbhcLiwsLOD111/H8ePHMTQ0hNbWVkxOTmJ5ebnq3FmHw4FyuYzW1lb09/fj0UcfxW23KWfZOxwOw3FP626pVMLKygpKpRIACMLGOcfy8jLK5TLOnj2L3/md3wEAeL1e+Hw+5PN5hEIhhEIh+Hw+9Pb2olgs4vHHH8fIyAjy+TwsFgtaW1uRSqWQTqer1nP5PaxWqyCB9Ht7ezsefPBBuN1uFAoFNDc3Ix6Pg3OOeDyOdDqNmZkZlEolDAwMCAJst9vh9/vR2tqKM2fOoKenBw6HA2fOnMHg4KAol8PhQDabxcLCAlwuFxwOBwDg85//PNavX49nnnkGJ06cEIKww+GAx+NBZ2cn4vE4AoEAisUi+vv7ce+99woyKgvXl6LwoXTLy8uYn59HNBpFKpWCy+WCy+VCLpeDy+WCz+dDoVBAOBwWgnFLSwsYY8jn8/D7/cjn8/B4PCiXy3A4HPB6vbrP1Sur1jogf9ebb9T5ac1d6nlVa56/HFCTHiLj5XIZmUwGkUgE09PTGB8fRyQSQaFQAOccgUAAoVAIgUAAra2taGtrQ1tbm+ivevVgt9vF+FfHKqF76DOVZWlpCc888wwOHjyI06dPw2q1wu12o1gswuFw4JFHHsFDDz0k2pCUD/I7McZgtVqFnMQYQ7FYFJ9zuRyKxSLsdnuVQszpdCKRSMDtdsPj8QhljdxONFbz+TxsNhtcLpdQKgEQ40RWxhEpO3PmDL7yla+gpaUF27Ztw9LSEmKxGIaHh5HL5dDV1YWBgQE4nU44nU6xnqvP11aD6kDmG4VCAZFIBCMjI3jppZdw7tw5BAIBJJNJMd/R3EfzEeUvj6N8Po+2tjZ0dHTg3nvvxbZt29DS0iLmmw0bNkzo9bdrmlgasfVGCKdM6LR+Ay4milr/ZU0IfTeaGEhLW+uaXH7qCLImRa090YORMCe/s/pzPVoR9b161+QyapVXvkb1qSfUak2+emTgck3Q6rzrhbp/1dMW8vPU9VBvv9e6pve9nrJQ2eupAzmdemFTt48eEdf63gjqJX9a9VqrrtW/1VLYXE7UElrkRVNd1lqEWSvPehUOWs9Sk0qt91CPByNlRD0wyeVF2A9gmDG2Bgqh/DiUA9E1wTmHy+XCa6+9hlKphB07diAQCAiBx263I51OIxwOIxAICCEqHA6jubkZhUIBABAOh7F+/XocOXIEIyMj2LhxI0ZGRnDkyBHcfvvtaG5uRiwWg8ViEUTn9ttvx9jYGJqamtDd3Y2VlRXMzMwI6xVZMRljCIfDcDqdeO2119Db24v+/n5NiwRBVobJIMFXJkblchnJZBIAkM1mwRhDIpGAy+US1sNsNovm5macO3cOnHMhCPv9fmzZsgVnz55FsVhEsVgUfVtWHsvPt9ls6O3txV133QW32410Oo25uTmk02nYbDZEo1Ekk0nYbDak02n4fD5ks1lwzpHP58E5x+zsLAAgmUyiVCqJI9ni8Ti8Xi9SqRSam5tFehK8H374YfT39+Ov//qvMTMzIwTQYrEIQCEKc3NzcLvdcLlcWLt2LbZv347m5uYqqzW1j1Z/qhdU/3a7Hd3d3QgEApifnwdjDPPz8+jo6EAymYTD4RDvRfVH8prD4UAqlRIWcUBRHOTzebhcLnFNFqqN5sBaa6gW9GQWuQ+q57taa7B8D+WnfhZdo75MBIXSlctl5PN5TExM4NixYzh9+jRisRgSiQRSqRSy2axQtjDG4PP50NHRIUjGmjVrsGbNGrS1tQmLN+VbLBaryBF5I2gZWuQ6SKfTeP3113Hs2DFMTEyIsZ7NZlEoFJDNZrF3717ceuutcDgcQglERAhQLHPFYlEQLSJ/AIRyx+FwwO12o1wui2c0NTUJRVVTUxM450ilUkKpIo9bAAgEAmJ+IwLLOa8a416vV+RJSg1650AggObmZrz55ptYXl4W7z8+Pg7GmKhnuZ701l4q68TEBE6cOIG5uTnk83lEo1FMT08jHA6jUCigWCwin8+LtrDZFOonE3MqbzabFfU2Pj6O0dFRvPXWW1i7di2uv/56PPDAA+jt7dXto8A1Tiy1sBqhX2uhoWtqLQv9V08G6s9q62StssmCl5aGQj0JyenkiVwtSNcrYMllU1s56il/PWm1hEuZIBsJvFrCppbw2egC0CgRMFpsVgst8i3/NyqjXhnUpMCoXVaz6GtNdEbCnBbB02tbo76jtfAa1YHWgquXVo23iySu5rl6fV9r7lCjHium/Ax1/nr1rde39Ma90f1GbXcpwt5PKzjnJcbYFwH8CMpxI//IOT9hkB6lUgkWiwWnT5/G8vIybr/9dvh8PgCKm1mhUMDc3BwymQwsFgvK5TJGRkYwPj6Ojo4ObNiwAdPT0+js7MSaNWuwd+9eTE1NIZPJ4Ktf/So2b94Mj8cDzjl8Ph/K5TIWFxdRKBSwdetWhEIh9Pf3gzGGyclJsc4tLy8Lq8Dy8jKWlpYwMzOD48ePo6urq0qY1lo31UeByYI3WU+IcLW1tSEYDCKdTiMWi4FzLtxS7XY73G43IpEI5ubm0NzcLMjMrbfeis2bN8NmsyEej8NmsyGXy1UJxPRsIsIbNmzAjTfeCIfDIYhUNptFMBiEzWZDW1sbmpqakEql0Nvbi0QigZWVFbjdbtEmVB9Wq1VYJT0eD3w+H+bn55FOp5HNZtHd3S0I4X333YdbbrkFX/rSl4TbL7nNEVmwWq1wuVzo6uqC1WpFsVgEYwypVApOp1OQbcaYsIZQvcrkrdF5yWKxoKmpCRaLBdFoFO3t7QAg6s/j8Qih2e/3C6HY4XBgeXkZpVIJ+XxeWIcBwO/3i6CMbrdb09ODyivLcXpl1/tNaw2ud/3SSyv/prUGkCs0vRO5n5OCIB6P48SJE3jzzTcxOjqKqampKnlSJmf5fB65XA5WqxUjIyPw+Xzwer3YuXMnYrEY/H4/QqEQ2tvbsbi4iKWlJXg8Htx2221gjAnSRDK0VvtyzhGLxfDSSy9hz549GB0dFe7b+XxeuJuT0uDEiRPweDxCmcUYQ6FQqFIoUL8mAmqxWETfoH5MiilKb7Va0d7eDpfLBZvNhkAgUDVeqf5IoURjgJRRZKG12Wxi7pTbIZvNirmuWCwim80ikUjg5MmT8Pl8YvyQ10YqlYLX60VXV1eVwkRWEITDYbz22mt47bXXkMlk4HA4wBjD4uIiZmdnq9qRxisAQarlPmaz2aq8QqLRqBjPgOLKe/r0aUxMTODkyZPYvn275lggXPPEspYwYaTRkb/rEQaa+GmQ0u+0GOiRy0bLrSat6rKq/a/lQSpb9iitVh3I340mN61JVi+dnL8ROZWfqyYaapO/TOa1yn6p0HoHPRiR3UafpfWb1gKitcAZ9a96yXOtshiRBq3yGBHJeqAeP1rX1e9O12oJKZRno/2lnvT11LcROayHMMqf6y0T1UmtsVsvETcqU6MKCi3FQD1jW2s+1Jon1Pevpu3f7eCcPwslUF5NMMaQTqdht9uRSCRw9uxZ+Hw+3HjjjULjT5akw4cPo1wuo6enB263G4wxjI+PCy19NBrF9u3bMT09jWQyiZmZGWSzWTz//PO48847USwWkUwmkc/nsby8jI6ODvT09KC7uxulUgkjIyMAIPb+kXBGfapYLGJhYQEnT57EHXfcIfYYEsGUBSR6N+qL6rWSc45cLicI5qlTpzA+Pg6bzYZCoQCr1YpEIgFAISicc0xPT2N5eRk+nw9r1qzBJz/5SWzfvl0Q4FQqhWPHjsHpdAphGbiwbnu9Xtx+++3o6OiAzWaD0+nE0NAQ4vE4JiYmsLCwgK6uLvh8PkQiEVEGzjkymYwgnysrK8hkMsIy4/V60dnZienpaZw5cwaLi4tobm5Gc3MzIpEIPB4PtmzZgjvuuEOQShKWV1ZWkMvlxGfaBxaLxYQL4NmzZ9HU1IQbb7xRvA9wQVYhaw21Q73zmFqItlgs8Hg8KJVKcDgcSKfTaGpqwvLysugzVqsV+XweXq8X7e3tCIfDSKVScLvdCIVCiMViyGQyCAQCiMfjgrDmcjlBzNVzlFomq1dWkN9FvX7Vu8Zq5VcoFDA5OYnJyUm4XC4EAgG4XC643W7h2knEho7Ly+VyiMViKBaLOHXqFN544w1MT08jFouJMQegivyp29FisSCXyyGRSMBisWB6ehoHDhzAHXfcgaGhIUQiEQSDQXR3d6Onp0e0FY0h9bxP31OpFF599VW88soryOfzmJ2dRSKRgN1uF664Xq8XjDGRF72rrAygd5ddQqnfkmzpcrngdDoF0QYg9gc7HA44HA64XC7E43G4XC7k83lBuDjnYuwSIaV6ymazYjzTOPF4PEJxYbPZUCwWMT4+DgDCMkxu9el0GmvXrsXU1BRaWloQDAbh8/kwMTGBsbExrFu3Dlu2bIHFYoHX60WxWMTs7Cxef/117Nu3D7FYDCsrK8JKnEwmsbS0hEwmU7U/We1VoJYX1MoKzi9sx6M8qC5OnDiB06dPG/bddy2xlDuxlqCqlUbrfuCClkLvmbK7rJbJXxbE1cKflqCmNwmryZj6nWTtmtZ7aOVjJCBq/aYmjHrCoN4z6U8mk+r3letIi2TXK5jXc71WmY3qp55y1LsoNUJW5XsaUWYYPUurTxq9n1b7qN9Z67la7alXLi0yaVSuWqTsSigp9MZXo+1ZD+nXeoa6D8jzgJxvLSKoReD1nq+Vp/o+uX9ozbck1NdqU3Vd6il6tPIxieXqwZhiLfN6vcIicOTIEbS2tmLdunWwWq0IhUIolUqIxWIYGhpCKpWCx+NBc3MzDh06hJMnT8JqtaJUKsHtduOWW25BoVDAjh07MDY2hj179mBwcBBerxelUgm5XA5OpxMjIyMIBoOIx+NYXl5GOp2uWitIiJRBVkNyp1VbLAmyQrhcLleRTrpGBLZcLiMcDov8AVS53hUKBSSTSYyPjwtrTlNTE1wuF06cOIFcLge/34/Pfe5zOHPmDPbu3YtIJCKC37S2tqKzsxN9fX0IBALCtTgYDMLpdGJiYgKTk5NYu3Yt3G43FhcXhWDc3d2Nrq4unDp1CjabDYlEQpBM2lOYSCTg8XiEIqBQKIiASQsLC1i/fj3uuusuPPHEEzh//rywTpKlg9z9yCpTKBTgdDpRKBRw/Phx9PT04L777hP7yLSUxXpzgFG/S6VSWFxcREdHh7CQWywWQaTIrZFIe0dHB+LxOMrlMtxuN+LxOBhjCAQCABTFBll9kskkPB4PZmZm0NXVJSyW5AZIZIT206kty9RPtOYbrXlKbR2vNWfKn6ks5XIZ58+fx7/+678im82is7MTAwMDwsqUy+VEfwQU91Fyd3W5XFheXsYrr7yC1157TfRZgsViQbFYrLLU05ihazRGqI2Xl5cxOjqKhYUF9Pf3Y9u2bejo6BB7be12OzweT5X7J70r9cMXXngBL774IiKRiHC7np+fr1K6kMWZ2sDtdmNwcBB+v1+8O0HL3Zas7qQ4IGIIKEoqcqEmIkt7S5ubmwVJzWQyQpFCY58swDabTVg0KSiZz+cTRJcxVrWf0W63o6WlBU6nUyhDIpGIuPfcuXNoaWlBIBBAPp/HwsICpqen8eKLLyKTyQhFUiwWE54H1EdpX2gkEqlSDqn7ndwfiddQ3WnJgHK/XF5ernpXI1zzxFINLUYOXDxo1ddrERj15EhaC+DCpCP/yUKfrBWl73RNvYdTj2TJwqIWOZXfyWhvp57Qa0Q0tVCLRKjLpdYcy+VQT74yAZXzMhJU9cpX673qqYtaBFMPeoJ6I2m0BH41kdDLV+9aPeRBvlarXeolUnrKA/nZWu2mJ5jUQ6y1Jkh13vWSGqO+roY6qrNW2WuVU6v/qetKvZdSXR/1Kh5qkXIjAUldxlrP1apzrXfQyltPGKtFUE00Bs45HA6HcEVbWVlBOp3GiRMn0N3dDZ/Ph1AohHg8jo6ODjDG0NLSguXlZbz66qvCjbRcLqOtrQ1erxeBQABjY2NYu3YthoaGcPz4cRw+fFgIwIwp+7kGBgYQiUTAueJ2GgqFxF4rElaJsNLakslksLCwgOeeew6f+9zn4HQ6USqVLopqS2SSxo4sMFMftFgsglg5HA5hvZD3HdrtdmQyGUSjUeG6RoFi3nzzTTgcDgQCAWE9cLvd2LRpE+LxuCAzwWBQRJGdmprC0tKS2LcWjUbR398vBNtsNouuri5Eo1GEw2G0tLQgHo8DAJqbm8EYEwQKuODSm8/nMTQ0hHPnzmHjxo2CMIVCIfzKr/wKcrkcjhw5gnK5jFwuJ96P3BHlPVh078LCAlpaWtDd3Q3OubBkMKa4JZLrqRzxsp5xSWncbjfy+TxOnTqFtrY29Pb2CiuVy+VCf38/stksotEoAEXg9Xq9wjrX19eHQqGApaUlQWTInVK2UFL7JhIJYWkiAkDKAyI45GaoLqvR+NGbx+udi4nMf/e738WBAwfgcrng8XiEyyJZlOlZMpGj9z506BD27duHubk5EV2Y2pQiBNN+U9mqJY8FOU9Kl81mYbFYMDExgWKxiMHBQaxbt67K8rZ27Vr09fXB6/WCcy5c55955hmMjo4ilUohmUzC6XQinU5X7fslBQhZmamfUXmpbqlvkWxZLBarZGiyalutVjidTrjdbtFf6X3y+TySySSSyST8fj/sdjuKxSKWl5eFpZIsmaS0crvdwh2WggvJbu0ks3POsbCwgDfffBOAEgBsZWUFnZ2dGBkZEcqrTCaDqakpZLNZpFIp9PT0oK+vD+fPn0c6ncby8jKy2Szm5uYQDodF+SlgUDKZFAG+5PZTy9kyj1DvL64lT3HORSRptWJPjWueWMqD10jwUwvHl/os6szyb1qCN/0mD1A5nXog65VRJqzy+8qoR4jU+00tOMrXtO43EpIBXESmSTMid2b1f733b4T06tUJ1bURCa43z3ruoWfqpVMvMpdCELUEeq1nGeUhl1fvu3xvrXGmV261lUpdD+qyygKf/L9ewmRUfj3CqpV+taiVr9bvRm0O6I9L9dxQL+E36nvq34zmBD3I1gy5vrWIPkEvrfxMdZ4mLh+IENAeHRJEya1y+/btcLvdaG5uFsQJgBAWe3p6cP78eRSLRUSjUXR2duLIkSMolUqYmJgQxI+OuKA8aN9bKBTCwsICGGOYnZ1FLBZDuaxEgaX9TmR9cLlc4JxjZmYGb731Fm655RasX7++SoFLn8n6Ruu3fJ2ENdmtjtz6iGSRCy4R2UKhINwEC4UCPB4Pbr/9dkF8Z2dnMTo6iubmZoRCIRQKBWEBIUGRSLzD4UAsFkNXVxcKhQJuuOEGHDlyBLOzs3A6nRgbG0NzczMSiQSWl5cxODiIoaEhBAIBHDhwAE1NTcJa1d/fD6/XK96vVCohm80imUyivb0dN910E1pbW/G///f/Fu9LwUdIaCRLC/UHxhQrNrk7nzlzBjt27BCWzkgkgvn5eeGSmc/nMTAwgN7eXqFYrkc553Q6Rf+Zn59HJpPB4OCgCKxCJC8cDsPr9SKZTMLn8yEej6Onp0fsDUyn08IKPDg4KAgBHV9DBIKs3NS3nE6nsEjJkUHJeqZeq9SyDkFes+Rr6nTyvfJcVygU8PWvfx1HjhwBY4orYktLC1wuF8LhsCDC5OYpz80TExN49dVXcezYMUEm1bIQWZTpnSjQjiyvqstH78s5FySI3EF7e3vR3t6OSCSCpaUlTE1NgTGG5uZmOJ1ONDU1wel04pZbbkFfXx/27t0Lu92O8fFxJJNJQZRkN1rqe8ViEel0GhMTE2hvbxfzDXkWUDqaV0ipRNGsqf7oHlJGkBWT3GSJAMv1RP22VCoJF3JSWNF4JhdZKrNMXkulErq7uzE3N4dUKoW5uTl0dXWJIEnpdBqpVAozMzOiPJlMBps2bUIqlUIkEsHExARSqZRQYFH/LZfLiEQiwiW8XvmWyra8vCwCjtHcJyvaqB7ktZrmQyNc08SSFgc1S9dKR//lStMTyI203+pJhdKoFyj1JKElGAGoKr8eOZV/U1sj6V61X7zWs7TKryWsqyc/PaFfnVYut1oAlS2zWu8pf1fnJdezluVWXRZ1meXf9QiW+pq6DvQWBKM+ZFRXesSolpBsJOjrtbP6/lpEVM5bFs7U+ejVvTpfuY3l6yS01EsM1PdrER+98ug9px5i0gjh1oPeb1pETf0crX6k1W+02rbeuq237Hr9VauOtOZjoz6jng+MyqSXziSZlweMMXg8HiwtLYlgL7TeHjt2DM3NzRgcHERLS4vY9zY3N4fu7m6sX78eIyMjuOeee7B//37ceeed4FzZL5VOp5HJZEQ0V4fDIc5LJDKbTCZht9sRCoXg8XgQCoWEVYkEQiJk1N52u11EPQyFQhetNyQgagXNIbmA8iJXt3K5jIMHDwKAELrpuBQS1oeHh3H06FFh3bj11lsxNzeHm266Sex5WllZQbFYFALr6OiosMKSK5vT6UR/fz8sFos4XuTo0aNoamoSR2hQ+o0bN2J2dhbZbBY+nw+tra3Yvn075ubm0NPTA5fLhbY25Xi5YDAIq9WKTZs24cCBA3A6nVizZg0+/OEP46233sL58+eFEEzkQpYx6Dc5EE+hUMDCwgLa29vx8ssvo6mpCZFIBB0dHZidnUUkEkEmkxGKgI997GPo6uq6iIQZIRgMoq2tDUtLS+JomzVr1ghCYbPZ0N3djVgsBrvdjlKpJNxmqb1SqRSampqEJYwi6NLeuFwuJ4IPEaknCzK5E/v9flitVhFgRSZW8vtoKa3VcoR6ntKbMymvF154AUeOHBHKjFwuJ+o1k8kIxU8ymRQWV5vNhsnJSbzyyis4e/asIAL0PLXVSl02LflTLXPKexkBCGvbunXr0NTUhKamJkxPT2NxcRE+nw+MMbEn9uTJk0gkErj++uuRzWZx7tw5YXmmcUJ1QPKBXIfNzc1YWVkRFlPZiikfa0LlI/dvkotlckmkmuo7GAyiUCgglUqJfInEkTVX3udNbraMXbAWU12TQoJc/EkZ1NnZie7ubrFfmcpns9mwtLSEYrGIM2fOCHftdevWCY+FVCol+ieVh+Y8KpMeZHmTFDOFQkG4ActBieRtB+r+aqQYkXFNE0uCFhGj6zK09vToCeOrEZS1Js5GNAhGQhc1OKXV+tN7jh55kjubvH+Arqvd+bTKKBNrOa0eSVb/VqtetK7LZFiv7ev9rr5mRCD1SL9WH6LrRv1SjxwYQYuwGxFarTLUIlh66fUEA7lu5LbRy1e2jhuNAz1yofV7vQRDb1zrje9a98v3ymXQWrwbgV576OWpRyxr3VdP+dSCh145gYsVW1pjVP1MuV9ptYfWPVoCm149mWgcJFz7/f6qYzEowuDo6Cja29vh8XjgcrkwMTEhLFNLS0tobm7G0aNHReCaaDSKtWvXIh6Pi/MRKZANHV1itVqRyWTQ2toKn88nBOm2tjacPXtWWDJIGKS5L5PJwOl0wuPxIBaL4ezZs9i1a5eILCkfSG609gBKH6I9YvF4HAsLC4JMEdkEAJ/Ph/b2dnR3dwuLUkdHBwYHB4XAmMlkcPvtt+Po0aMIh8MYGxtDLBZDqVRCa2srbDYbUqkUAoEAbDabIC9kcSyXywiFQpiamkJnZyd6enrEGY5E5svlMmZnZ7Fjxw5MTEyIvW103mUymYTL5cKaNWsQDAZx77334qMf/SjK5TKeeuop2O12cYSJfK4neRdpzYskyO7Zs0cEbSFykE6nxXhmTDkehHMuyKV8/qFe/dP9oVAIMzMzQqEwNzeH3t5eOJ1OMMbEex09ehRutxtNTU1obm4WJN7tdgsreCQSQVNTEzKZDIrFIuLxOIrFIoLBIHp6esS+Q9qn6XA4EIlEUCqVhKtmKBQSrrLkmkvvoydbyvOjPE9ppWeMiQAwhw8fxtNPPy1Isc1mw+zsLKLRKBwOB4LBoCBfFLW3p6cHS0tLeO6558QRPjLhIIIq7xclqNdkPYU1facyyWeHAsDZs2dF1NZoNIp4PI7Tp09jzZo1IqLw2bNnEY/HMTo6ikQiIVxzSaHjdDqFvGu324Wb6bp169De3i7cSakfEvGTLa/5fF64wJIbKWNMKB9yuZw4j9blcok+I5NC+d3JIkx50pE1cvtTv6UxRPXj8/lEVGZ6TiAQQE9PD2KxGJaXl1EoFMTcaLFYxBxCdZVKpS5S1pZKJWGxVfc1rfZyuVy44YYbkM/n0dnZCYvFgpdeekncQ27FahKu7iNafUKNa55Yql0rAW0NjFYaPW261sSgJ7CRGwgFOpAPClan1XqG+nqtcqmF+1odSv4vdwwjt1q9dFppZWKpJ1BqTaDy+6jzUpdf/VnOX/6tUcFSa8I3qk/1M/SIhxaplH/X6lNa5TEqM32W/4wIq5y+1vuoJzBZGyt/Vj9Tr31rlUtdDrm8cn1plXs1ZEKvPFpp1NAbn/UQunrKpPfMeu5nTNujQS9PvXRG9aNFIuVAXOq0enOZ+lqtdzTqOyYuP2id8fl8yGQySKVSgnBxzhGJRMT+KNqTR/uNVlZWEI1GhZbdbrdj+/btOHz4MPx+P5aXl5FKpVAoFOD3+xGPx9Hc3IydO3fiwIEDgnABynESfX19aGpqEoJPNptFT08PZmZmqggmkdNTp07hlltuEVZQEkJlyJZLrbmFLBCZTAbAheAgRGg6OzthtVoxOzuLoaEhnD9/Hn6/HxMTE2htbQVjigUkmUwKAZ9I1+DgINasWYNAIIB//dd/RTqdFud1ZrNZFItFnDx5EuvWrROufZOTk3A4HCINRaGltqJorel0Wgi1ra2tKBQKaGpqQjQaxbZt2/Doo4/C4XDg2LFjYt8dWUKB6vVe/Rm4cO4dtd3KygqOHTuGYDCIG2+8UQQvCgQCWFxcRDgcxtzcHE6dOoWWlpYqBbnePErXXS6XOMKF5CwK6kOuiMFgEFu2bEEikUAsFkMqlRKKBs45otEoAoGAOCCerOF0REZHR4cI3EJHlPj9fkFmyBJYLpcxMzODzs5OeL1ejI+PIxgMwuv1AkBVZFl5Lqb2kd+R+p0sxNN87HA4MD09jb/7u79DPB4XAZmIRJKSpKWlBdlsVpBs6q9vvPGGIPM0L8tHZRhZLNWySS0ZSD5yhjGGffv2oa2tDU6nEwMDA+ju7sbk5KQgSYuLiyiXy+I8VnJvp/LJUWTpOXSsUS6Xw9mzZwVxlY+PoXeQ+xOloQjO5K6ayWSEVZX2K7e1tcHtdot9xRSUh5RYcpAbcmMn13D6XW5rtfUwkUjg1KlTYu6MxWJYWlqCz+dDb2+v2L9O/ylvOdiQ/I5UFqortUymbluqy66uLqysrCAWi8HtdmPr1q2466678MwzzwhXYLlf0vPUdW3kZUV41xJL+b8aRmRGhizwqMnA8vIyJicnxeIVDAarhF1587e68Y1QS2hVEwEtAVuPoMn/5QVZPYnIxFWdRp6w5DLUEtb1SGAjArV68qglbBqlNbpf67raWqyXv5oI1Xqu1ud67lWTRfquFqDkcspaST1hXl4QKX91WplE0HV5IlL3VzVRlMsg74FSjzF1nap/r4cgakFeRI1IvlY7q8uld4/RNT2Fizp/o3dTt4fcDgQjN2mtca91TZ7L9PqLLCyqXdXVz9fqI0bp5e+rUSKYWB3IXZAELQoUQpFbyW2QsQtWAIfDgXPnzol9VKdPn8b58+fh8Xhw7NgxWCwWjI+Pw+/3A4Bw93K73QiHw3j11VfFPkUSVul8tvb2diFkud1uuFwuBINBsbeILDfFYhEjIyPiqAkSTBljYm6koxjk8UfzD63TZEEkS16hUBBCZCgUEu65IyMjsFqt6O7uRjwex7333iuOHwkGg8JCGQqF0NLSgsnJSUG69+3bJ8gO/R4KhRCNRuF0OsU7+3w+4VIrz7M2mw0LCwtwOByCsDscDpGeziBsaWlBoVDAo48+Cp/Ph1KphG9/+9uChAEXCKN8RIPcF8h6BEC4zpEr3bp169DT04NEIiECCFksFrS1tSEWi2H9+vXIZrMAqudDeV0lyG3icDjQ2tqKZDIpZJZcLofZ2VkR0Icx5UB5csW2Wq1Ys2YN0uk0XC4XFhcXBeEnA0BfXx+WlpbQ0tICzpXzACmtbJkKBoNiHyfVEQBxdAlZUVtaWjA3Nwev14uWlhYUi0VxTIa8LtOcT3vhiPySlYv25T722GOYnZ1FMpkUrq/0/uQCSwSF3CrL5TKmp6dx7tw5scdVL1iLbOGS+z1BrVhQH9ejBpEhOgplcHBQKBZisZjIa2ZmRrhz0j5HWelD5SD3TnnPJAChcKLjdGhs0p4/ORCRxWKB0+lEKBRCJpNBqVQS5JKsjm63WyhWAKCpqUlERCYDEUVw5fyChZbOvqS9y9R+9J3zC0egZLNZxGIx0a9I8ZNOp9HZ2Ym5uTlYLBYRNIhzLlyNyYIqj0dZvlOPJT3uYLFYhAfG5OSkIJnT09Niz65aDpAjIjPGRH1oKUu0cM0TSxlanV9LSFMLMI1YJzjnWFpawtNPP40NGzagu7tbhHymCYganDQbWsJlPe8iT7J6QrvWfXrCrDpvebHVqzu10EqTkZoQABf2odTzvvXUh5Fwr5VGhpbwqlUn8j4brbzVJEAvP3mSVi8oWu6qeu+itg4aPVNecCj4QiwWA2OKVr+1tVVEMaM81aHh1WRTXT/yZ3nB0VMmaPVZdR7qe2XhQk6v5XarHrtGE6se9IidFqFVv58MvXRaZM2IZOnlW++Y18tfL6iE3jtpWTv19tjKz5X7vFpI0btPq9z0frVIp4m3B6QxDwaD4vw/EtAcDoc4smFlZeUid879+/cjFAqhra1NhMC32WwiYArnijWJyBu5v1mtVhw4cEC4NLa0tIg5lELud3Z2imiNwIXgHlTm8+fPY3FxEevWrQNwYV4lciTvmaLrsqBNn8PhMOLxuLAU0Tyby+UwPz8vBFLau0fBQHp7e4WlZO3atdi6dSvGx8erhMlkMonbb78d58+fR6lUwsaNGwEoLrZ0lufMzAycTifOnj2Lclk5N3RlZQXr1q0TewvJnZgEX3INlIOg2Gw23Hnnnejr6wMA7N+/H6Ojo1WuvbIrn9pSSeuFfPC83W6H2+3G9u3bsXXrVoyMjGDr1q1wu93o7OwEY0wEHQmHw2CMieMp1GuAHhhjoh9QlGAihy6XS0QjZoyJ4Dxk6SbiQiQ7HA5j69atKJfLQl7LZrPw+/2CsEajUYRCIRSLRbG3rru7G2NjYxgeHobf7xdKDzIodHV1YWJiAuVyGS6XC1NTU/B4PCLQEO3tJZJBlkU645TmS3JrPHDgAHbv3i2C4uTz+SphnqzfdOQDuaLbbDZMT09XyQTUhjJBkA0CMqlTkwb5j0geQf4uyzlUvqWlJUGU6JzF5uZmzM3NCddP6lvyf5kIyWsA5T05OYkDBw7ghhtuEMcgkUsqRYOV91oTIaaxUCgUBCmlwGF0PwVECgQCgshSP6W8ZNmJykckU73myXI1BbICFKXW7OwsfD4fnE6nmI9IgaAGyVpahI7aWYZ6rSYyTJF8qezz8/PCrZi8UozkXLlPUZ8wwjVNLPW0/moBVh4kWsJiLfJCDVsul3Hq1Cl84xvfQLFYxC233CK0C3R2Ultbm+jQpM2gP1lLWgtawlWtclIaPUFUfnd5klHfoyXQam3oVZdD1qqoCa6esFwPYZTTan02EpqNBPdaQrssNGuRELn+1O6A6nxlLSFNyuqzl+R79SYQKjNpvzKZDBYXFzE3Nyci6NHC09XVJRYeEhD7+/tFVDU1CVTXo5Y7t97kTxOg3L56Y1Kvv6nbQI/QydAax3qgdtRy264XWmTIqAxqRYM6nZaQZUSStfqrXvn1xotcLhla1gNZyaH3bHU7a+3h0YPRPKf3TiauPKgNLRaLcHnt7OwEoLRPKpXC7Oys2CNIgWdCoZBw+SSNu81mQzQahdvthtPpFAeEF4tF4R5WKBSQTqfh9XrR0dEhrCAUZZQxJvaSxWIx2Gw2EVWRLAvAhSMxiPTJrrBqYVieB2QCRc87dOiQIBrkNkeEmM6oJEJMFhSySMTjceRyORG9k6whXV1dcDgcwprX0dGBkydPYvfu3bDZbNiyZQtCoZDY+1guKwFDNmzYgKamJpw/fx7j4+MIBAKwWq0iKEo0GhXlIDKTSCTQ3NwMl8uFm266CYBibXvsscfEXi/5rEJZoJajchIRJyGZMQa/34++vj60tLTg1ltvxT333FNVlysrK+KMw1KphEQigcXFRbS1tcHn81Wtn0awWq3CckuBdorFonAlJAJHewyJaLvdbpw/f1645abTaeE67XA4MDw8DADiGAk6r7SrqwupVEp4oeXzeREkqFAoCDdkt9uNdDqNaDQqLJTxeBxNTU0ALqztNptN9FuPxyMULGStpH3FnCuu3P/8z/+MXC5X1TZyu1BbAIpCY3FxEcFgEB6PR+xzlY8NIVJBpIhILMloclrgQvAZtQVTTSTIIkfvSa7D1E7kzef1etHe3o7+/n5MTEygUCiI91F7uZDMLCuu5T3V5I3wox/9CI8++iiampqE27fb7RbvS8QRgKh7+p3O2s3n86INSCHjdrsRiUSEsks+uoTkf1m5QhZVuY5kmYkILx0nQu7SKysrCIfD4izaYrGIVCoFn88nLLyUhxGJ05LZ5O9yYCNSNpGHQiaTwfT0NPx+vzhmSC9qs9wHqZ1qrcPXNLGUoUWGCFoVpSUA6gk0ZG4/duwY/vIv/xLhcBi33HJLle8x+eeXSqWqM21kM728aGkJ0rVgJNDqEa1agrBMEOoR6IyEaPqunqzofrXWRU2ojN6XFn75XdVlkf/U5VKTYvkZaiFZS1BWkyw9kq1FhtVuw2oNsDxwaRKlCZbykv3u8/m8OBCcXKtmZmYAAH6/H5wr55cdPnwYoVBInHW0tLSE+fl5bNy4EV1dXfB6veL8OK26UZMDuV5k1x69NFpkRqt+5O8ErXbUgpGCQQ094k/51BqLRn1Vzqee6/WMtUYUSI0QNC1lUy0iq9W/66kPozzVZVK/k9aYq6eNTFw6yNNB3h9I7paZTAbBYFBEfqSD6+k4knA4LMiY2+1GJpOBx+PB2rVr4fV6cfDgQaGAbW1txfz8POLxOHp7e2Gz2cT5ghScw+v1Ys2aNZifn4fVakU6nRbrK/UHCt5hs9nQ3t4urGZEKumPrKYELQWTfG1wcBAejwfT09MXWXvomAsS/gKBgLBEeDweIUxSsKNgMIjl5WWxz+/QoUMolUro7OyEx+MRJHRpaQlDQ0PweDxwu93w+/3CZY+iz5JFK5fLCYtlOp2uOmCe1oJ77rlHlP3JJ59EPB4XFhQiEWQ9o+9qYZbqhM4CXLNmDR544AFs2LBBuL4CFyw1dI2sQm63Gy0tLVUK1lrzB6Wx2+3o7+/H5OSkONMPAObm5kREVyIIROwYU6yYFHQpFArB6XTirbfewsaNG0WgqcXFRTDGRH3S+atWqxXRaFREMna73fD5fMjn81hcXMT8/LwgKD6fD3a7XSg7yuWyCIjk9XqFGyRZKZPJpFiTqa7S6TROnjyJ6elp4dJN8qTsAi2TDXJRV8st8tigtV1NFqntSeEiK7mp/fWUrzTOyEsAuOBKTWmJ5AIXrHSRSKTqSAy1dxaVm1zViRCSlZExxY14amoK8XhcRJylP2pragvOuTiDl8odDAYBKO700WhUBB7K5XLw+XyIRqNIJBLiPFk6ikTOg8YYWYLlNVEOOsS5EomYAvLQfmu6LxaLoaenB6lUCrFYDNPT0w3JQerf9AghGRrWr1+P8+fPi6N4uru74XA4kMvlhMJIi5tQn6A2Uu+51MK7hlgC+qRHTTrqsY7Igk46ncarr76KJ554AplMBrfccgseffRRoUVxuVxicJJbjtxAmUymqsPJz9MS8ozeTyu93MHUn7Xy1btuVCdyvvUIk2qyIrscqQmg+r3khUed1ohI6BFL+k1eLNVWK/Wz9d5D7x512dR1QcRQPXBll2LOedWiIB9kvLi4iOnpaUxNTSESiWBychKJREKcYUSCRDqdhsfjEXs9QqEQWltbhSDU1NSEvr4+tLa2Vh0CXs8iL39WE256B7ke5PfV+5PzXg0pqMcypvVMgnpRVvdDrYm73vGjB7l/y/lppdO7Vm9dGRF/GXr1qKUo0COjjDUWPMiozFpKiVr3mbh8IA02KVXT6TRmZ2fR0dGBlpaWKgG+WCxWCYB2ux3xeFzsF6Q9kUtLS0ilUnA4HJiamhLnDJL2P5fLIR6PIxgMCi0+ncVI5wzKLpErKysi6ARFaCRXvHA4jM7OzioFHQnM8jwlKyyBaoWJw+FAOBwW0UEpGiVZk8haQUIsRdGdmpqC2+0Wbr+kKKSIpAAwOzuLG264AcvLy8IddseOHWJvILnXEpkElD1gfr9fBPPp7u6Gy+USUSU9Hg8sFouIYOr3+/Hggw+ip6cHdrsd09PTeO2116r2SNK6RCSGBH8SkkmoJmGf6s3v98NisSAajYIxZZ+t2+2uUgapAxnKe+DqgTwv2+12BINBYc0jGSuRSKC1tVW0g4ympiZhGR8fH4fVasV1110n3o0UFWShJIvU3NwcyuUyOjo6RJvRHtuhoSGEw2ERUyOTycDlciGfz6Onpwdzc3PiGAoi9pwrAV3i8TjsdjuWlpbEFioAiEajOHPmDJ599lkkEgnk83nRb+U+S0RB9oiTlc9ut1vcS5FrKUKpPKeq51BS4NC4L5fLWLt2LZxOpzjWRrZY0XxAMoB6LycpXshCNjk5iUwmI9wt1euDvK7Q+kFndpLrMRFsu92O48eP4xvf+Aa++MUvVp0zS88FUCVXyVt/LBaL2CdOx/XQMS3FYlFEDqb21jICyO6pFOSHMVYVAIfqIRAIwO12i3k0Ho+LsUPRaguFAubn5wFAuFhrubhqjR0jqz+1PedceFDce++9iMViaG5uxtDQEL7+9a8Ly6ZsAFPLvTJ3qcfT4JomllpEQi2wkZvqyZMnMTo6CotF2Sjb2tqKrq4u9Pb2Cr93NUEol5UIVl/60pewuLiI4eFhfOADH0BfX59Y3HK5nBhEAIRGkcImM8bgdrtx7tw5jI+PY/369QgEAgiFQoaDTH4fuWxaadR1IsOIVOoJmXp566XXEvrUaWW3B6O9g/RfvUmZrhkpA4zKrpfGyFJnRBKIBNIEQ6hFzvR+V0c4o0ltcXERr7/+Ok6cOCH2l8zPz2N+fl5ES7NYLPB6vfB6vaJfnj9/Hk6nEzfddBO2bNkihA6aMEhgy+fzQlNO9aFFrNVWV720teqhVhotZUGj/VSdvxGxVJdDixRpXauXsOmV10gTWc/9WlgN0dUjqmrlAKXRGi9qRZDs3q1VFr1nGb1XPXUlp6unPUzow263i8A5jDEROINc6ik4CQVWoX1N5XJZ7BOkQBFk2SFFLAn75Nba3NwshOK+vj4kEgnhBkiBUkhZRkGDZIIo97dyWQn+kUgkLlK2kqAlz2dqZRhdIyG2VCphfn4eTqcTTqcThUKhyhuJ7nE6nXC5XOKIlKamJjDGxCHtJIwvLy+jt7cX09PTSCQSmJmZgcPhQD6fRzqdRjabFUFlzp49KwhqIpEQJDgYDKK9vR2ZTAbNzc3iSAUSdMm9eGhoCDt37hRC7Le+9S0hpFPgJdlSRZYIIhGkeCSLHB23MTw8jDvuuAMAkEwm0dHRIfb5kRAuC/h0jZ6xGuUQCelkyVtaWoLT6cT8/Dy8Xq9wM1SD3KQ3b96MlZUVxONxnDlzRshfi4uLyGQy6O3tFQSSiCNZdu12u5D5Dh48KPYOHz9+XEQfJaKXSCTQ3t4u2pH2/E1MTCCdTou+MDc3h/Pnz+ONN96oWtep3kmBQUQSqCbmsoxCrt/Nzc3CfVomQFoyoDxPA6g6bubuu+/Gbbfdhv3798NqtSISiQjCK1sZaUxp5U/KlmKxiIWFhYueq24jWZYvl8vwer3weDxVUY7L5bI495ECRZEygzwc5LVI7dFAY53Ozu3s7BRGH0pHcjztu5XJJZ03SfI+KY1k92R6rmyZ37p1K1544QWxJ5QC+pAhgLwH1HUrK7kahdZ9J06cwPLyMnbt2oV8Po9//Md/FPM3tRf1KVkRoe5Dcjn1cE0TS+BisiHv9UqlUvjOd76DF198URyoTJG7gsEgnE4nNm7ciPe9733iQGHgguCTyWTw1a9+FePj4ygWi3jPe96DgYEBMVGTr7xsJqdFWDaTE/mYmZmB1+vFCy+8gIcffhhdXV0XvU+5XMb4+DgOHjyIaDQKv9+P7u5uDA4OinOAyMpE0aqok5MLLi0WsssPQd1JtCwS9UItyKlJvVbno0VdHnxyWvWEJ0OelC7VciE/Q006ZNIovwv9yZMGvU+9gq/WZ/n9KB+73Y6TJ0/iK1/5itjbQwsQhekmDVlLSwuam5vR1taGnTt3wufzIR6Pi3PTKOS8vC+CFB+0/4cECLWmSq4fudyrJVjqtq4Hjba1Vpn0LNRa+Rs9T49YqeujluJG3beMoFWeekhko0oWvd/VCjctaI0nLder1ZaB8r0c6UzUBudcaPVJcKMAEIlEArOzs7BarTh+/Dja29sxMDAAANi0aRPa2trw+uuvi6AmtB+OhLZ8Po9sNotQKIRAIIDx8XH09/djfHwcAETgm2KxiPn5eTQ3N2NpaQmtra3o7e3FuXPnAOAiYU4WTCkSrDwOtVw85fEnK0cAJZAORYkkd0Y5HT2HvEVonvH5fKKeyHJktVpF9Nz5+XmEQiEsLCxgZWUFExMTiMfjmJ2dxcDAAFZWVrB27Vps2LABS0tLWFpagsfjQS6XEySU9kbR+YucKxYrsgh3dXXhgx/8oJjzT58+jcOHD1cFMSHSIu8R9Xg8gvhPTEwgGAxieHhYHG1htVpx5513Yn5+HjMzM9iyZYtw9yRFOnBBFpIFfLXiudFxShFu8/m8IGFEXPr6+i6yPMvtS+7EFFl4bGwMfr8fbW1taGpqwpo1azAxMSGCMHZ1daGpqQlTU1NIJBKYnp4Wx1S0t7eLtqM9kowxETmZ9hJTnyV3biIi2WwWTz31FGZmZkSUXrLAAhfOJ6Rov263W1icSPakdiPSTpGFLRaL6LMUyEm9pqu/Ux2R6+mmTZsQj8exd+9edHd3w+PxCFdsmbjRvXprIr2Teo1Tz/c0dkluJeKWz+eFNZkIHtX5nj17EAqF8PnPf154S8jBMknZQgosuaxOpxPxeLxKWSTLyvLcR2SeiBcpXdRzC7m4yu7BnCvejm+++Sbm5+dhsVgQCASEsYuCQQG4yNpJ98vKLi1Srge5jaj+AODUqVPCQ0J2V5dlJPW7yf2lXvn7miaWaq2ELFjk83n80R/9EQ4cOCACA9Am92g0KiLb0dk4v/zLvywWx+XlZUQiEXzta1/DsWPHEIlE0NPTgx07dgjNDnBhcyz5zgcCATGRU+emhaynpwft7e2Ix+MYHh7G8ePHxVlTVP7l5WV8/etfx2OPPYZoNCq0kKStu/vuu/EzP/MzmJiYEFpNj8eDoaEhMMaQTqexZcsWLC8vY3R0FJs3bzb0hdYS8OsRdNVCsZZgLecnX6f0srVP3UllcqzlPqsmgernqQeGutzyd7WGSCYgWunlSVj9DHVZjEi7lrAu5zcyMoKvfvWrmJmZEQtiqVRCW1sbgsGgcEnr6upCIBBALpdDIBBAZ2encBuifVJAddQ2mkRJMeH3+zEzM4NMJiMEJPWCoVV29Wd1G9dCvUTPiMxq9Te5Xxr1R6330GsjrbKthhCq38uo/9R6jp5yQuu/+nMjCgCt+42eQ9BSUFBaec5Q43IQw0tVPP20w+fzYceOHXjrrbfE/EP7zLLZLOLxODwej5hLyGry5JNPYmpqCuvXr0d7e7s40L2npweRSEREjo3FYmhvbxfHB5BQlc/n4fF4cOLECaxbt05YfGj/W1NTU5XblsViEeux7A1DZ/nJ64HD4bjoHDo9gsO54j5GLn+UhqyYNJ9SII/W1lax1sprCAUSicViaG1thdvtRkdHB6LRqHBbzGazGB4eRjgcRjgcxsrKCvbu3Qu32w232y0i65J7XltbGzjnIgIqWUcDgQAymQzy+TwefvhheL1elMtlpFIp/M3f/I2w9lAAGQKl8Xg8uP7667Fp0yYAEFaV6elprKysiLNEz58/j/n5eQwPDyOXy+HAgQMYGhpCZ2enqHNZaCaXWK35pJGxzjkX+xZpyxFZ1LxeL9ra2gzXbKpLm82GH//4x3jggQeQTCZFUJhYLIauri643W6sX78eqVQK/f39IvpxJBIRVnsKxFQoFNDf34+5uTlxlitZoNLptIi4WS4rUWPHx8exe/du4Rbb09OD2dlZYSAh4ksRO2+99VZcd9112L17N374wx9WucdyzsVePpfLhbm5OREgSLZgy0FZZCIkK8VJFqPjTGivMLm0y+d6MsaE7KCWwQlywCzGWFUAIiPQfXIAHvIMYIwJ5YXP58PMzIwgSFQe2WWVsQuusfRcMsDQ9jXaBkRzD7mvy1GqiSBTnRPJlMkeuaOTQoXk13A4jJ/85CeIRCIIhUJIpVLw+/1wuVxoa2tDS0sL+vv78eSTT4r2MZIj5bGgJ2fJhFId78TtdgvlB/U5OeCX3niUtwxQnRjhmiaWwMXRCqmx5+fncfLkySotEIU5p4FPTDwWi8FqteKDH/wgXC6XWBxnZ2cBKIEMbr31VuF2wrliJaTORx0LuKBFVQvZdrsdra2tImpnOp3G/v370d7ejg0bNsBut+P//J//g8cff1yQCFokaS/D9773PRw5cgQPPfQQTp8+jXw+D6/Xi7NnzwKACBiQzWbR1dUlgguQe4uaWKxWw9+I0KY3UOiZVJ9qoVUOka0mlvLEqt4jI2vy6hGe9coma3Dk9GphWdYgqQmNejKvRRDofyaTwWuvvSaCMfh8Ptx8881Yt24d1qxZIyZ5msRyuZy4n8L9U1ADKh8tNEQ2SbgClP7V2tqKgwcPYtu2bRf1D3U7yO8rl9uIZKjrXev9a6EW2annej1pa30H9N0uGyU0RumN6qUWqdRqu1rPNapb9TsakUOtsmkpca4U+TNJ5aXDbrfjgx/8ILZv346//uu/RiKRQC6XQzAYhN1uF5Y6crHnnGN0dBTRaBQbN27E0tISLBYLent7kUwm0dLSgu7ubqTTaRw9ehTXXXcdxsbG0NHRgfb2dhH9k4KirF+/XpzJSAE0SHlG7oSy4ARcCFpis9lw6NAhfOQjHxHvwxgTcx4RUiMFYjabxaFDhwBcCMwHQHiK0Gfqa+Ra2dnZiYWFBbS2toogRvl8XgSPWVlZEQFfSqUS/H4/BgcHxbaarq4uUbZSqYSpqSmEQiFBGCjqZiwWQz6fFySA9nXabDbcdtttghyurKzgK1/5inDrVB/e7na70dfXhxtuuAH9/f1CpllZWUFrays459i4caOIJRGLxRCNRrGwsIDOzk6Mjo6is7MTL774oiCS6XQamzZtAueKhWdoaAjt7e1obW2tsmqq3WLrUWiT7CWTJYvFIkgVBVOSIbs7h0IhIVi/+eabIqjQ0tIShoeHkUwmsW7dOuFS6vF40NXVJY4mmZ+fRyKREGQynU4jmUxiYWFBPJ/WWhoniUQCfr8fmUwGr7zyCvL5PFwuFz70oQ8hFovhwIEDghxZrVbs2LEDn/vc5+DxeMR+47m5OTz33HNCCSN7fJGsRJ5JgUBAHOshWyxl4kX1L6/rRLTeeOMNfO5zn8N73vMe7N27F319fejs7MTrr78uLINEwAD9bR2UN9WHlqynLgftT6XxLhNCznmVcmlsbAzf+c538NBDD6G1tVXME0R07Xa7CE5I8jT9d7vdVefbklcGlUfdb8iYQO9A9Sm736pl/lQqhddeew2HDx8GABGpmva+JpNJ+P1+tLS04Od//udx7NgxpFKpKhdm+qvlJqv+rHaHlg0MZLiR50SS+eTnUV4yKNhPrX2W1zyxBLTdz3w+H0KhkOjUFGlLtoTRwaCJRALz8/P45je/KfZCzM3NIZFICHedO+64A06nU0SFkjsXbcyVCZxMMIvFIt58803hDkOTTSwWw9zcHJ5++mlMTU3hzTffFIfGytpXOcLV2NgYjh49irVr18Jut2NiYgI2mw0OhwOBQEC4iASDQRG9jfzFaX/E+vXrNbUTWgutmlCoTeLq9EYwIhTyZ3qGWlDWGjjqfGkCMHquDLWLCP3XI4Ra+y9lgiHXldagV0NNVkulEl555RV8+9vfFmG677//fhGlTJ6ASVtPQgrt0wEgQvkDENo5mpzVEyKgCBjNzc2YmprCwMBA1WRkRGK0Putp0rTyMBLutNIZaehq5aF1nb7LedRSBOi9i9b3RpUwq3mmEUmT36UeNxq9OlO7Aap/N2pHdXqTUF4bIEXU1q1bcejQIaHQojMkyXI5MjIizroMh8OYmJgAY4p1IZ1OIxKJCKtcS0sLPvnJT+LZZ58VgXruuOMOnDlzBuVyGQMDA+IeAMINb35+HkNDQ8JiCOCiOUr+I9cyEmhld7p6CEwymaw68kH+TV4LGWNif7vFYhEeJRQl1mq1ore3F4uLi1haWkJnZ6cgFi6XC36/X1isQqEQlpaW0NHRIQgD7SEjEkkRRB0OB+LxOFpbW3H69GkEg0H4fD60tbXhgQceEHP87t278dZbbwk3TCI8brcbW7ZsQWdnJ1ZWVkRUUlpHkskkPB4Pent7haWZIp2m02n09vYKi1QoFEIsFhNHKHg8Hpw8eRIOhwOJREL0j4GBAQwPD4ugQ7UiS2q1CwBhcaLjbIgcjI+PY+3ateJoCbmt6d1JRqO+6fV60dTUhIWFBXFUDu0tttvtmJmZEYGQrFarcFem8nR0dOD48ePYuHGjcO92OBxwu90iDgLnHMlkEt///vcRj8dx00034QMf+ADK5TL+03/6T0KWyWaz6Onpwb/9t/8WAwMD4Jwjk8ng61//On784x8L6xwdgwFAyALUrjabTdStHP2X5n95DpZdlGWSPj4+DrfbjR07doj25Jzj8OHDwvVadts02rokk6563TjJ808mftSfAYWgETF86qmnsH//ftx///249957BUmisU/3EaEieVzekynL82QplT0PaX+nPG/ILvWyxwVxDVLiMMYEwSfjFu3BzmQyYlvStm3bhOFJTRyN1nbZ4kzX5DqX+7/aACNbreU2JeJJ+dC8I5Nwl8tl2IbXPLHU0rJzrrhibN68GQCEO4282ZZcWmmgUrS5ubk54XZC1iLSZFAgA9n9hhpPPpBY3gBM7gNerxenTp3C5s2bRafbs2cPgsEgXnvtNczMzIiOSMQSgPCZJy2HxWIR+06s1gvnWNFESAf7Li0tib2XpKUsFAqYmZlBsVjEli1bMDMzg97e3iqSWSuUMHVcvf1TRoK/ur3kAaBHVLTuI/JoJODWI2Sq81T/1XofNWHUIhdak4P8meqaFr5IJIKXX34ZLS0t+OVf/mWx91fWONF3mvRocSE3GkCxUJJbGQWQKJfLIoAABd+QJ6KhoSG8/vrraG5uFvuB1PVQq53onlr9QE4r36MmKDTeai1K6nlA3i+gRRr1tH1yORsheTKM+p7eWNAj73p51TNG6L9cB/JeNMpHr7/XUijU+l2vnFeKAK62vd5tYIyNA0gBWAFQ4pzvZIw1A/gWgEEA4wA+yjmPGeQhFJZbtmzBxMSEWLeamprgcrkQj8exsLCA8fFx3HrrrSJ8fj6fx8zMDHp6eoSLGGMMt99+uwjA09XVhXg8jkKhgBtvvBFHjx7Fhg0bMD4+DpfLJSx8c3NzyGazGBwcREtLC4ALgUZk6yNp4MnaRuujrLHXUhrpKf3I3VEWaGVhVSY5bW1tIriNx+MRFqNQKISRkRGhaI7H47Barcjn8wgGg2LupuNa3G43zpw5g1gshkAggEQigXg8jkQiAZfLBY/Hg2QyiWQyiZ6enqqyeTweLC4u4ud+7ufQ3NwMi8WCqakpPPHEE0JeodgMnZ2d6OzsRLFYxLlz58A5Fy6/NpsNiUQChUIBfX19iMViQqHe3t6OHTt2YHp6WpyP2d7eLoLUnDx5UtQzBTICgIWFBUFyyFsmGAwiGAwaut9pgXPF7bOjowOnT5+Gw+GA1+sVRGR6ehoDAwOaVmV6TltbG+666y4cPnwYxWIRzc3NaG1tRTKZFEoBimxcLBaxuLiIlpYWHD9+HIFAACsrKzhx4gS2bt2KcDgMq9Uqghd5vV4sLCyINRYAcrkcdu/ejUwmg3vuuQePPvooPB4PnnjiiaqgV2vXrsUXv/hFEcWd9t8+88wzIpAMkXlAm9zQOYVNTU0iKjPtt5THttqSSddJzlxeXsbatWuFlwEZV3784x8LGZXIl97aTHIijVOtQD9qUB2qlaayCzD103K5LOaar33tayiXy3jooYfEu9F9NP4ARd6i44pIbidiKUc9JjledvnVi6VB5aIykVfiq6++in379onnZrNZUW/ZbBZzc3NCYdHc3Iyenh6hlJPlQqM6M5JxZDIvtwWRR1K26eUvew1SXykWi9ixYwceeughfOYzn9FvR91frgFoDQyCxWLBzTffjMnJSbjdbjQ1NeHo0aOIx+N473vfiwMHDggX2Ewmg9HRURQKBREBa2VlBT6fDz6fDzt37sTQ0FBVh6VOJC8ytCFe9sEGIDZXRyIRoR0sl8uYnp7G7t27kc/nxcZvWcPQ0dGBbdu24eWXXxbPXV5eFubzRCIhOj+5PdI5SaTZJU0YubEwxnDkyBGEw2GcO3cO27dvh9frxebNm4UbTD0aXbUGDKjPcqI1ANRtp4V6CI1cBnV+arKj9zx1ufSeZ6RN0tNwy5D3K9Cgp7DTW7duxUc+8hER3Eme9GiCtlgsIlw8TbaUB5HuRCIhJkY6s5LGC+0nIG0U9Z1169ZhYWFB7EGW30dNxoy0lFpQW7m1hD2Z6JAQQlo/2Xqg1sqpFQJa39XvIJdXq3+p0xr1Gfk+I2hZyOV3NxpPemXRSqOu01wuh1wuJ+oxk8kIywX9GZVfrx9rlUHv/nqgzkfvuXqk1kjR81OGeznnYen7bwN4kXP+x4yx3658/89GGVgsSgTS/v5+9Pf3I5PJiMBhJKQ4nU5EIhGMjY3BalUOgZ+bm4PP54Pf70dHRweWl5dx//33w+v1Yvfu3SiVShgdHYXD4UAkEsEPfvADLC8vY3FxEZ2dnTh+/LhwS7zhhhswMzODZDIJp9NpGJBOTykq/6Y1v6vTksscubcCF5TEWvIGEcPrrrsOQ0NDWFxcBAARzZWi2nZ1dQnlcTabRSAQwPLyctXWBVL4rl27FiMjI3C73ZicnEQ2m0UmkxHklqKPklU1l8vB4/Fg+/btYr587LHHqgKgkCLaalWO2CDLFgVoKhQKiEajyOVyaGlpEefu3XTTTULm6OzsREtLCzo6OoS809zcjFQqJdqa3KbpLMNwOCyE6tnZWTidTmEJI6+xWu2ibqP29naMjo6KM/qobcjbjM5ElY+poLnXZrMJq3FbW5twaU2n02hvbxdnTNL+wpdffhlbt27F4cOH8XM/93MYGxvD4OAgcrkcjh07hqGhIQAQe2kBiLbKZDJ4+eWXsbi4iHvvvRfve9/7BAk+ePCgWPudTie++MUvor29XVggV1ZW8N3vfvei/Ww0J6o9ikiGJO8kv9+Pzs5ORCIRZDKZKmUMyRNULysrK1WBKOlonXg8jsXFRdjtdjzyyCMYGxvDmTNnqtxx6X6gWi7S8yrTa1N6J8qP+pdsZCFX8ng8LgIScq5Yds+dO4fbb7+96ggQMiKRZZDWOdq+5nQ6RYwUeh+6RlY5mj9o7MtWQlIKEEGjwEmlUgnDw8PCfZgUAmS1JOt/KBSC1+vF4uIiNm/ejDfeeKOKCFPdUfnoO72fLDPRbyRbquUYWbYnci5zGqpj2dJLzywWixgeHsZHP/pR3HvvvUJpoocrRiwZY30AvgagAwAH8A+c87/S05wy5Y3/CsDPAsgC+Czn/GCNZ4hOA1xsAduyZQuOHz+O06dPC/cHSr9r1y68/PLLYgM4uTmkUilRuYFAAO3t7bjvvvuqrJWy6Zsga0xJO0SCeyKRwO7du9HS0oLp6Wn09PRgz549gsTS5EfvIJumm5ubRaeljt/Z2YlUKoV8Pg/OudBkErkMh8Po7e0VhzGT9YpcJufn5zE1NSXKvXnzZuFyIwvaRq6QNDmRsE8dU3bRJFKg9sdWDwYtaFk+tIRMretapFLvPeQ0tQiCFiGR08tCiHqxlNPIUbrUvvCtra24/vrrhXZerYmX28Vut4u+RkSRJjXanE2LayaTQSqVEmNA1lrRhFMul8UhwRRGXv3+WsRHTTblCVCLHFGfkPsXLf5y2eR6kaMyynWm1cZGQooegVS3KX3Xykevf+k9Rw96ypJ6FCBaUI81atNMJiNCvk9OTuLw4cM4cuSIiC75iU98Ajt27BD7n7TIXa2yqOtcrkv1dT3yV0tJo5eHnK5eQeanEB8AcE/l8z8DeAU1iCVjika/o6MDn/70p7G0tIQXX3wRs7OzIiiIy+VCJBLBoUOHhFDc0tICr9eLZDIp3CrL5TJisZiIWM0YE8LV8ePHhYtoNptFZ2cnnE4n3G43rFYrOjo64Pf7q9w4KeiPPJeQkGSz2bBly5aqwBXyXEHCsJEScXl5GYFAQMy95P0jz3nkiURnera3t8PtdmPXrl148cUXMTk5Kc7My+fzIvJ2qVRCV1cXwmGF9xMBoX2roVAIMzMzYt/kI488gmKxiDfeeAOxWAwul0uUJZvNwuPxYGpqCr/2a78mXHJPnTqFU6dOCcKQz+fR1NQEt9stBNt4PA6LxSL2UspRYSmAzbp164R7MgWLI6GezpAkQtLf3181RxNIwQkollXaC5pOp0U/qmeek9dUj8eDjo4OTE9PV8175PUju69Go1FhFaL6bm9vx6lTpzA6OgqXy4W1a9fi7NmzKJfLaGtrw8LCAnw+HyKRCNatW4f9+/dj7dq1CIfD2Lx5M44fP45gMCj2GNvtdnR0dIhjOVKpFIrFIvbt24fZ2Vm8733vw3ve8x7hgklBlKgv+v1+ceTJyopy1MiRI0dw4MCBi5SisgxA16n9iBCQUSEQCKCtrU0EzCLvAZlAUJ3Q2HG5XAgGg1heXhYeT7lcDna7HV/84hfx5S9/GUeOHAFQfYyHel+e7K6rltHlOUb+T0pumVTKHgNEzsijkFyanU4nXnvtNbS1teEjH/mIOOLI7XZXyeOyRyHVmxyMk8im3H9JmUX1K7cHbReg9szlcsIiunfvXhw/fryqDojgZrNZNDU1CbmcMYY777wTTzzxhAigRCdPkEs6RZouFApiv6ZcN1qKdVnOo3SytVqOpyFbhOV8nE4n7r//frz//e/HwMAAPB5PTQ+yK2mxLAH4Tc75QcZYE4C3GGM/BvBZaGtOHwIwXPnbBeBvK/8NQQOEGoxzLvaiBYNBbN68GWNjY3C5XLjhhhtw7tw5nD59Gr/wC78AAHjppZfEYI3H40KQ9Xg86Onpgc/nQ2traxWzl/8zxoRATJYBWXNKkV4pvPHKyoqYWBcXF8UeULVbg9VqxcaNG3HixAlBZAFFO+r1egVxSyQSwt+cSKbX6xX7BIhoULkcDgdisRjsdjvuv/9+3HbbbRcNNLlzqUmhXO9kLSXSQqZyItfk3iOb1OW9p1oCuhZxlOtci6TQZ0qvBfWA00vTiFXGiIhoTfykPSNtErU5KQyy2Sx2794Np9MpNMsAqjSNVJcrK0oURiIPJETJvvTyIcmk7ac8ZIskgZQO+XxeuKTRQdDy++kJ75ROS1sm/6nrjeqFFhXSQlPERHKLIwGE6oXzC4EBtNrAqKxG0FMKyHnqkaN68m4URveoNZHqcgJKKPP29naMjIzgzTffxPj4ONLpNAqFApLJJL785S/j5MmT+NCHPoSWlhYxp2qNr1qopTQyag+j8Sf/piWYaKX/KQYH8DxjjAP4e875PwDo4JzPVX6fh6LwrQJj7JcA/BIA9Pf3A7hwDiAA9PX14aGHHsLjjz+OaDQqSEIymcThw4fFPeTiaLPZMDw8jFKphEOHDqFQKIhzKWmfTiQSQTAYBAARvf0973mPsOhFo1GxBtP6LGvktfqLxWLBtm3bqrwcaG7REqY16gHZbFbsJyOCDUDsWaP7161bJ8YfKeKamppwzz334Ic//CHm5+dxyy23YHx8XHgShUIhceg8Hc5OW3IcDodwz/P5fFhYWIDD4cDS0hL6+/vh9XoxOztbJXRbLBbccMMNuPPOO8GYEhH/61//etWRK0SCPB4Puru7hTdMIBAQBHp6ehqjo6Nobm7Gxo0bEQwG0dTUJCxmJFfIW4FKpRIYUyKuRqNRNDU1oVwui0PhnU4nWltbAVxw15TXNVJEa41trXYh0N7VsbExYcXyeDxCDiJiyBhDU1MTJicnhQWeZMSNGzfC6XTi/Pnzwt346NGjaG1thcfjwcLCAgKBAPr6+nDmzBlhwXM4HGhvb8eBAwcQCoVgs9lE9GNAkflSqRTC4TDOnj2LRx99FPfee69Q8tJaT55xVqtVRAzO5/PYt28fDh48KPZVUl0b1YtWvZFCmXMuji2hczvVZJzKbrPZ0N/fD7fbLdq1u7tbECiHw4H/8B/+A5599lm8+OKLiMfj4PyChU3LdVNNQowUsWTBpm09NM4pMisZK+hMzUAgIN6Vc46lpSVhwfZ4POIzQb3fkiy2FAiTOASVm55PspNsoZStw7RmlkolHD9+HK+88goOHjxY9X5yvqRgiEajWFxcRE9PD4LBIJqbm7G8vIzu7m60tbUhm83iwQcfxMzMDBYWFjA3N4dYLCY8AMgLiZTzQLWSgOQDkg9lTzniLVQ+eV8l1eeuXbvwkY98BMPDw4JXyXxED1eMWFYWsbnK5xRj7BSAHuhrTj8A4Gtcqf29jLEgY6xLWgx1QY0MQOwjoIZ0u90iDHZrayuam5tx9OhRBINBbN26Ff39/fjJT36CM2fOwO12i30Bzc3NIngPdWJ1ZcqkB4BYLGUtzsLCAo4dO4bu7m4xodntduzatQuPP/64cC2S8yOr6u7du0UHAJRBtnPnTpw/fx5tbW1CcxONRoU2N5PJIBAIYGpqCi0tLYjH4yLqGR1B0d3djR07duDuu+8G51ycfWWxWHD69GlEIhH4/X5s27ZNCBV6C7DdbofX60UqlRJuPxSSnjZ922w2EaiBFhE6A1Re3PWIivqanjVEC2qrq0xw5Pzo+UbCrVpbpSXYaFlgaOIlqzctLvQ7uUf88Ic/xHPPPYehoSEMDQ2JhZEmM1qEyGouu9IScaVw0uTOYbFY4PV6kcvlxCHSshafJk7qg+l0GufPn0dzczNGRkZw/fXX62qUidRq1Zes+Y9EIlhaWkI0GkUoFEJfXx8CgYAglIwpYdbj8bjYD0Ib4KnfdHZ2IhgMikmZ2pAEMrk/6JFLvTZVt5ss6OgJr/USRDUJqnWf3rPU+ag1lHJ/VI8nclH0+XwIBoNiUbNarRgeHsbNN9+M06dP48/+7M/w/ve/H1u2bIHP57tIOWL0fnpjR10WrfZppC70flPnsxoC/y7CHZzzGcZYO4AfM8ZOyz9yznmFdEJ1/R8A/AMA7Ny5k9P4pv8A0Nraik2bNuHpp58G51zs1c7n8zh79ixcLhc2bNggtOxdXV2Ynp5GPp9HIpEQB54DiuJrYGAAuVxOKD8pGA1wwfWNfqdQ/STkEXFUr8t+v1+cFyeXn+ZD+agNLZTLZSwuLiKVSglrB7mcygQ1EAjA5/NVeVUsLS2hq6sLoVAI73vf+wAobpG0B29paUmQEfIwIUuvxWIRnkgulwvDw8NgjOHEiROiLHTciLyNBwDuv/9+QepeeuklnD17VoxzWheKxSI6Ojpw5513oqmpCZxzcURJMpnE4OAgNmzYIDwXSIFN7031TdttyH3W7XaLvY4ul6sq0BAp/EnukccpRfeVLc+12kVezwOBgLCskZXJ4/EgnU6L+qLIoGTVJYsw1U08Hofb7cZbb72Fclk5dmX37t24//774ff7hbU3EonglltuEdbkXC6HQqGAdevWwePxiP2QFBPB7Xbj7Nmz+OAHP4jbbrtNGB5IGRqNRkVbOxwObNiwAdPT03jqqafw0ksvYWJiQqyF9awbsnum7PJNpCyVSgm39oWFBUFqaRySCydjDO9973uFzEuW9lQqVRW06MMf/jDuuece7N27F9///verFC5qqN3X5S0tcjkZY8IaVigULuoP5XJZHJVDfSuZTKKtrQ2FQgGFQgGjo6M4duwYbr75ZvFeRJBlax0AEYWXZDK6TuOb5ikiZfQbzSeyIp8xxf38+eefx/e+9z1Eo9GLvIeoj9P843A40NzcDIfDISLa/u7v/i5CoRDa29sRDofhcDgwODiIkZER7N+/HwcPHhTWWKpLihFDbUrlIQWP+nx7mVDL6za1i9/vx6ZNm7Bjxw7ccccdaG5uFi7HJKtqbUmQ8bbssWSMDQLYDmAf9DWnPQCmpNumK9eqiKWsVe2zWGCpaEpclb+A6tn34AKLrcLLLxsXuhJdFQDw//6fcdoKtCpzEMA/6qQ/VleuKjz++GruMoTsLb29gftY5c8JYKBG2u5GC/UuhkPn+qcqfwCAP/iDt6cwKtxe+bucaAOwsUYaD4Bg5XOxuxsnnn5aWL/JckALAWnYSVCR99Ko90EBjblV03+ZUBrlBegrQNRQ52uURp0XlVfW+AMXFkFSDhgJZ+fPn8fi4qIQZuioIwrrvmHDBkxNTWF5eRlr1qxBR0eHUNLpoRGibFSPtSycasjpf8pJ5EXgnM9U/i8yxr4P4GYAC6SoZYx1AVisJy+1u3omk8GaNWtgsVgQDoeFd0WpVEIikRDnIZJ7KHnT0FEhpVIJc3NzsNlsgpQEAgEsLS0hnU6jtbUVqVQKgUAA6XQa8XgcLpcLqVQKc3Nz6Ovrg8vlQjqdFmOFhD4SlHt6eoSASsoz+r3evkKutnI0eVn4pAAypBgjgkNKOafTCZ/Ph5/92Z/FoUOHEIvFhJswHU1B9UHKcLvdLoKlpNNpnD59GlarFYuLi8JNlrxNSEnNGMPAwAB27doFzhWvqyeffLJqLx0Jgd3d3bjvvvswODgo8srlcmBM2YJBLoXk4gxAtBEFYVpeXhZRcOkZshKfnkkEgPaGkWcVHRVCbUJEXR0MUa0gIwWDXDar1Yo1a9Zgz549cLlc6OvrQygUwvj4uBCCSTHe3NyMeDyOmZkZlMtloaRMJBJoamoSEWxTqRQ45xgfH4fVasW2bdvQ1NSE3t5eYZFeWlqC1WrFAw88AJvNJvar0vEybW1t2LNnD7Zt24bbbrtNCPWyYE5rlcvlgtfrxc0334zHHnsML7/8sojFQf1N3sNIdSRDTcplK5XdbofD4RCKAbfbLcbH0tKSsPAS0b7vvvtw/fXXi+il1Ec3bdqEZDIJt9uNqakpBAIBzM7O4v7778f58+exb98+sRbL6xt5tslzCe0FJVDdyJ5/8rimdY2st2Q9JZfhRCIh+ni5XEZ7e3uVwodIlvrIPVJoUFuoiST1O8aYkEVkbwnZSgkAb775Jl588UXRT0mJIBuaSDkjH39CBp3e3l7cfffdQlne09MjyrJ161YEg0G0tbXhxIkTWFxcxPz8PEqlEnbu3ImBgQGcP38eb731Fs6cOVMlL5BSiXMuTgog70L6DwAtLS3YunWrUCr39PQIi7B8nGI98+gVJ5aMMR+A7wL4dc55UiUQaGpOjVClVWWM/8Pf/z0+8IEPoKWlBZxzRKNRYS0rlUqYnZ3F+Pg4UqkUjh8/LjrV5z//eZRKJRw7dgyLi4sYGxvD888/j+uuuw7j4+PIZrOC6ft8Ptxyyy341V/9VeEqpmUVIRc+2Qpz7Ngx/Nf/+l+FJbOtrQ2tra3o7OzE9773PZw+fRrNzc1gjGF2drZKeCRtitPpxPbt23HjjTcimUzC6/UiHo8jlUphfHy8KsgLaex6enoQj8eFEE4LW2trKz7zmc/gxz/+Mc6dOyeEzKamJvh8PmzZsgX33XefCJUuu67SMwzaBplMRmyGp8mCNFBWq1VEXQMggglQZ5efo+pDFwn5eoKo2hpplK/aEqRuU9lSl8lkMD09jaNHj+LUqVOYm5sTAkF7ezvWrFmDrVu3YnBwULiRUFnp/dR7UqnP7Nu3D48//jjOnj0Lp9OJYrGIBx98EJ/+9KfFhE8aMZpsSTCjRYq0bl6vF4VCAV6vV2hs5T2UJJBQHh6PRyz2uVwOf/EXf4GNGzfCYrGICJD9/f0iip86ihhNzPF4HHNzc5idncWZM2fwk5/8BBMTE1V7iGmipzxCoRA45+jt7cUdd9yBu+66C+3t7Vg3PCzSyKHj6VBp+iOUy2Xs3r0bbW1tWL9+PZxOp6YFT25nrf5SC3qa43rz0yOy9LmW9U4mlbTo6e031erbMzMzGBkZEUIl7U+JxWKivXfs2IGenh6kUimk02n4/f66LJfqZzcKI8Jez5g3oYAx5gVg4YqXkBfAewH8PoAfAPgMgD+u/H+yjrwAVCtcCoUCZmdnRWTDpaUlYY2iIC5kRZudncWJEydQKpXQ1NQkwumT6yJjDDt27EAqlRIeNd3d3RgZGRFHcAAQmnsKqCJbM+R957LQCVxwsVePGXmM6gX7IcsbCaNECMjFl1wLae8ZpS8UChgbG8PQ0BBsNhuCwSA2btyITCaDcDiMWCwmXEqXlpbQ3t4u9kE7HA4sLi6KfaZbt25FJBJBMplENBpFS0uL8CihLTVutxs7d+4Ua85zzz2H+fl5YdGh87bXr1+PBx98UMhJtB7I1pa2trYqDxSaJ2jLC+0NBBR352w2W2W5ISGYPKdWVpQjV2idkffcyV5aJKBTfcuBxCjPaDQqiERzc7OIHNre3o7m5masrKxgfn4efr8fAwMDmJycFHtaAQgiH41GMTk5iXQ6LQ6sn52dFR5BtG4eO3YMu3btgt1ux7lz50SkzzNnzmBsbAw33ngjwuGwKAe5LLtcLpw4cQLZbBb33XdfFbGhfkR9oVAowGaz4dZbb0VPTw+mpqaQzWar3BbVY1HrO/VrtUWYZBgCjRHGlPNWW1tbUSwWMTIyIuSz97///SJQFI0zavfFxUVxzExTUxO6u7uRTCaxa9cusedSdj0lYkvyMhFMdTRZqnvaKsY5ryJ38jpO8oZ8Hms2m4XP50OxWEQ4HMa+ffvQ3d0tXPKpb9L+TPLWofWT0sgEnfqlbOFUE1G5f87OzuJHP/oRxsbGqtpHdpuleiAimkgksLCwIMbH4uIibrjhBrGPnMpB5ero6MDtt9+ODRs2IBKJ4NixY3j22Wdx/Phx3HvvvdiyZQvuv/9+HD16FD/84Q8Ri8VEVGl5fyqVgbhFX1+fUJy4XC6cPXsWCwsL8Hq9uOGGG5DL5UT8FmqzWmvuFSWWjDE7FFL5dc759yqX9TSnMwD6pNt7K9cMMTMzg+eeew4PPfQQWlpa4HQ6ceLECWEuJ5952nfx0ksvYWVlBU888QQ+9alPweVyoampCe3t7di+fTvWrVsnopqRtiGZTOLkyZM4dOgQ7rnnnioNBFDtEivvn5NdDUnLRW5pdLbTmjVrcN9992FpaQnPPvus0CBSWofDgZtuugnr169HNpsVWjEK593U1IRcLie0mOPj42CMCTfK2dlZWK1WtLS0iEN5v/vd74rw8XJUuVAoJPLzeDxVg08eZFqCukyiBgYGMD8/L87OlCN7VfqF2Hwsm9YpsIye8K5HAilPui6nUf8ug0J9k7BApIcmi3Q6jWw2i/379+Oll17C8ePHhdCUyWSENttut8Pv92P9+vW47bbbsHXrVni9XiQSCWzZskVo12TXLM6VEO979uzBk08+idHRUbGZ3263Y2pqCpFIRByYLe9dkLVutE+HDq11uVwiFLy8B5OeT/sWSTNNIeCJWNJCwhjD5OSkOD+Tou3RXgAq0+LiIp5//nkcOHBABIuamJhAJpMR7jQ0HqjNqPyRSASMMcTjcZw+fRovvvgi7rjjDvy3SnsRIac+4vf7RT4kPNIkOTk5ieuvv16z/6iVEnKfkMeuvHjJfVqv/8h5yM9S51OrHOr85PtoMVIL0vK4kpUgNM5kSwIJjnNzc2KBmJ6eRjKZxOzsLNra2mCxKGfwUeAOcmOnfqOuB713qPWORgoeIwWA/N1IyDKBDgDfr9SJDcATnPMfMsb2A/g2Y+zzACYAfLSRTKmP0b5rEsrT6bQgEOTORX/kinX99ddjZWVFWDN7e3vh9/tx6NAh0aa0J//UqVNIJpPirEaKTkpKWflsPoruKQuEtCeU1i5at2gtBy4cyG6kALJarWKPIlkVZeLa1NQkxhu5dCYSCXg8HkQiEXR0dIj9fO3t7bjxxhuxf/9+5PN5RKNRcYal1WpFIpFANpuF1+tFIBDAwsIClpeXEQwGkUqlUCqVsGbNGrS1teHVV18V0WTT6TT6+/tx2223AQBisRief/554bra1NQEp9OJYDAojiehtqTzKokkk7BOikh6Z5/PVzXfAhBuvYwxEdSI6pkgz1fUDuRiK/cpud0YY8It1+/3I51Ow+fziS0zY2NjIuosBXTKZDLw+/1iO1AsFsPg4CCGh4er5nCa35aWlgAAi4uLaG1txfr163Hy5EksLi7CYlECGUWjURE86bbbbsP69etx6NAhnDt3DslkEjfffDNaW1tFtH2n0wmXy4VyuYzJyUns3bsXX/jCF4S1lIR4IhQWiwWBQAAPPPAAAODuu+8W/QfARSSn3rEpkyCSH2ltJ1KXzWaFUtbv9+Puu+8W547G43G89tpreOihhzA3N4fOzk5hjKD9lSdPnsSaNWswPz+P9vZ2vPHGG9i1axd8Pp84nUBuU9lbQB6TcpvTH1ntyYImrz8kw9D70tgkSyz15Xw+jzNnzgglmOxxQQp0st4RSaS6IqUJ1b1MSkneoTzlsofDYfz5n/+5iPIrB1HSQrlcFkqZUqkkjGEUddvv91f1XfrscDgQCoWEt8SaNWvEVrtIJILh4WGUy2Xs3LkTO3bsQKlUwsmTJ3HmzBnMzc0Jd2dyB29tbRVWUb/fj5mZGezZs0dEEN69ezcefPBBNDc3CzlRbhcjXMmosAzAVwCc4pz/ufSTnub0BwC+yBj7JpSgPQlex/7KdDqNiYkJvPLKK3j44YfF4re0tASPx4PBwUEcO3YMhUIBgUAAO3fuRDgcxvj4OE6dOoVisSg6KWlgIpGIiLhJnW16ehr79u3Drl27xMKltppQZyONXLFYFBvD6RyiVCqFZDKJcDgMv9+P7du3Y2BgAF1dXejo6MCrr76KxcVF2Gw2dHZ2YvPmzSIKnM/nw/z8vBggFBKdCBJFJCPtYCaTEZrOaDSKj3/843j++edx7tw5sUeANkmXSiWEw2GcPn0anZ2daG9vr7KS1LJUUiCQUCgEu92Ozs5OEWY8Ho9XETf5mAwSEvL5vIgmKJMPeSGSyZUsfOsJ8Kr+KP6nUim88sorWFxcxLp168S+M9nVolAoYHx8HD/84Q9x9uxZpNNpEVCGBhUNeIvFgmQyibm5OZw8eRI33ngjtm3bhqGhIaFlpYmJ3nXPnj14+umnsbS0hImJCQCosnYTWSVtF02CssbL6XSKgAXk7kIBnehIG1pUZI0+ALH3gMJGc65Y+xm7cIAwhbQ/deoUurq6sLi4iOeee07sV5ienhZ7ckloWFhYEG5bJHjJZEfWQtL+EVp0R0ZGMD09jf8GxW1z/fr1YhK3WCyib5MGnaKxWSwWvPe97zVsd3V/VRNurcVZC2proB7R0tLsqQUFLfIpp5ct5moLpdwP5T0glAcpB4ALZPRjH/sY3nzzTfzgBz8Q+9ZojG7btg1dXV3wer1Vgo18xpdszVDXp1FdaKVV3yeTYK208rvJ84CJanDOzwO4XuN6BMB7VpOnPB9TiPz29nbEYjFMTU2J+ZwUdOVyGUtLS2hra0OxWMTrr78Ov9+PyclJLC8vo7e3F4uLi3A6nThz5gwAiDlL3ivX3t4uPF8sFotYs+T9frKrqyxUy4EsaCyQcCzPR3ogixtF06T1neblYDCIfD4vBNJYLCYittrtdoTDYTQ1NYn9VO3t7Vi/fr2w4NJ5iLJ7q9frxZEjRxAKhdDV1YWZmRkRxIciunq9Xpw5c0YEF7zpppuEu9rBgwfFGZfkwmixKMeu3XzzzfB4PMLFEYAgPolEQri30n48EjbliJjkVudyuVAqlUSgIeBCNHiKaCmTd1p/5PEuzxUkP5w8eVIoOEdHR9HZ2YmOjg60t7cLokx7XymaJslG0WgUra2tmJychM/nQ1tbW1W/5Vxx1e3r68PZs2fBuXJmeX9/P0ZHR6vOb0wmkyLqLUV/JXfsvr4+dHd3C+smKUzefPNN7Ny5E6+++ipcLhdaWlqqlBnyOmiz2dDa2or3ve99YtzEYjHRn6jf0n31QF4nqW/TeCSFfalUEu1I3k79/f2Ym5vD6dOn4XQ6sXfvXnzoQx9CLpdDNpvFiRMnsH79ehw/fhzXXXedMGxQBOdkMomFhQVs374dp06dEvsF5YBDskys3l9JrrI0FsgSKSuk1es0gIvWN3o3m82GY8eOYe/evbj//vur+po6CBJt8yDiT+umbIGnvkPvJAcRJDmR3E/ld5SVvDIoDUWOXVlZQTgcxs6dOxGNRvHKK6/gE5/4hPC6kt+b3oNczh0OB37lV35FrONTU1N46qmnRODFYrGI9vZ2bNu2DR/5yEdgtVqxb98+oQiiCLbj4+P45Cc/iZmZGSQSCSSTSdx5552ijsiAIkfsr6X0uJIWy9uhbBk7xhg7XLn2O1AIpZbm9FkoR42MQDlu5HP1PIQa/vz58xgZGcHmzZvR2dkprHb79+8XgnpLSwtWVlYE4z927Jhw9WhubkapVMLS0hI458KqQ529XC6LMP3XX3+95lEasgmfNH8kEFNAElpAw+Gw2Og9Pz8vFpAdO3aI83YooMHc3ByGhoZgtSrRw3K5HHw+n7BYOp1OZLNZEXiI7vX7/SIy665du8AYw6lTp0RESNKaEGKxmIhOxhhDLpdDJBKBw+EQZ3pqCXREGCORCObn57FmzRp4vV60tbUhmUyKOpWj9MViMaysrMDj8QiLCkVK8/v9wmJFz5Mjy9L/WkKqXD4SWicmJvDVr34V5XIZ3d3dQiPscDiEL/rU1BRef/11HDp0SBySLLvuANUTvizoz8/P4+WXXxbRAEdGRhAKhTA0NIS2tjbk83mMjo7i1VdfFRG+0um0IIgAhGsVkRyayGiRp/ehPipb78jNhs4Uo2s0gcuTuDxJLC8vY3R0FKlUCoVCAf39/SgUClhcXMTZs2fFoeaMMRw+fBiLi4uYnp4W0YlzuRySyeRFmjYtf3yZoMgLP5FwAPjLv/xL/Pqv/zpuueUW5HI5BINBZDIZcYxBoVBAV1eX2I9AgqOsSVRbDwGFvI+Pj+PAgQNYWFgQAqTX68XAwAA2bdqE7u5u+Hy+KsFTTSa1yKURsVJr6tV9lL7n83mk02kEg8GqYEsk9GgtzFpjUlZ+FAoFnD17Fi+88AJ2796NRCIhyDzdT+6GpFigfii7w+sRS/kd1N/16qSWxVPrujzmtYioiSsHqmeyWG7evFlYCebn50UAOLfbLfpNOp3G4OCgIJhkWTh//rxYw+bn58XcRIJbOBwWayZtyXC73RgdHb2oXLL3EPUHCtYnK0RJ6JQtJHr9h+bDfD4vomkTsfF6vWhtba2KqE3vRhE4ac2XjzIDgLVr12L9+vU4dkyJrkDv6HQ60dbWhtnZWfT09KC3txflchnDw8M4d+4c3G63sNRSgBza8rJp0ybxnnv27MEDDzwAp9OJ0dFRodCdnJxEZ2cnOjs7EQqFxDpOgjF5O0WjUSFAEmmjPZW0x1I+24+8uoiQyhZYi8UirLqypU722KE2IxfGkydPwm63o6+vD5s2bcLi4iLOnTsnXIapbsl1OBKJCEV1uVwWe9vOnDkjvLTkdi6Xy2hpaUFvby+mp6fF+9x666346le/ilKpJEghoOwF/MY3voGbb75ZROrs7OwU1sl0Oo1cLgev14vBwUGMjo5ienoad999t5hLZcsYyTnqvgkAyWRSKPvIjRmoTSzVa4DsQkvGD8qP5C3yUluzZg127tyJXC6HJ598EuVyGTMzMxgbG4Pdbkc0GkVfXx8ikYhYl+kYs+XlZYTDYdx88804cuQIrrvuOhw9elRsIZMtWiS7qbfEUPvLUVwdDoeQydSECoAmaaN6pc+MMezevRv9/f1Yu3atkKHoHtmKSXWnzldWSpA8LwewoXbN5/M4deoUUqlUlYxIa6VaeSW7jpNXl9/vRygUwsmTJzE5OYmhoSHcddddVfuOCdRnqP+QZ6HH4xHbqOx2O1KplJib77rrLmzcuBHnz5/Hq6++ivb2dmH5d7lcwvBFQanS6TS6u7sxMzODH/zgB3jwwQer3JTp/YxwJaPCvg4ltosWLtKccqXGfrXR55C10W6348CBA2ICtdmU8yPb2tqE26LD4RAWSZoQaKCT9YYCWdD5U4lEQmhQyT1iw4YNAFC1aMgLFnXQ5eVlzMzMVPmEJ5NJ9PX1YWJiAr29vXC73RgeHsbU1BSmp6fh9XoxNzeHYDAoSFZfX5/QNpKFcmZmBm63G5lMBoODg0LA9vl8CAQCgnAePXoU/f39uOuuu/Anf/InItKY7KNOHbdYLGJubg5vvfUWRkdHxb7CRCKBrq4u/PzP/7zYs6mG1aqE/z59+jTOnz+PoaEheL1e+P1++P3+qqNcEomEOPNHthDSAI5Go4JEkIbU7/cDuOA+oRZAa1lLOOeIRCL48pe/LM5Ty+VymJ2dFW4cwWAQCwsLeO655zA6OiomEPVz6JqsVZQXkJWVFZw+fVrs9zt+/DhOnjyJ1tZWhEIhsa/2yJEjYgM2aUxpYaAN7iT8y32MFmOysFJ/I5db2sNDBzETacvlckLYIc0951xoM4lQkGsXuSKNjY1hcnISLS0tWLNmDVKplDijjRYtsuaqJ0HGmNCwkaZc1gaq993QgrSwsIB//ud/rjpjlcYvuSDRmOac49SpUxgcHMTatWur+oFMQOLxOL785S9j3759Ihrg4OAgpqenRUCRUCiEDRs24MMf/jC2b98uBAStvlXrOy1cMslTp6f3jsfjCIfDsNvtYl6g/kRjVnYnpryJlMt/cn1mMhk888wzePLJJ4U1mRQUVKd0Ntbhw4fFfm6yDJFwJivRtEixVj2o5wmtcatuKz2o75UFVPVz6tXym2gctC8+k8lgfn4e6XRaEEwiVGQRoaOtGFNc1xYWFrCwsIC+vj60tLSI/b5ERgFl7qFzB+nc3YGBAYTDYZTLZfj9frEmkzcNWSipHwwNDV00ZuXgXmphVQs0N9KcSJGpy+WyiL5KY4zOiJQFZiI6pByid3vwwQcxPDyMgwcPCisVjfNQKCSUzySbdHZ2IpvNYmFhAalUShx3QRFyBwYGsLKygkgkAp/Ph507d+L111/H1NSUUPatrKxg06ZNQsimeYTegUgjKR5lSw25zJIHFgVqIldcckelfbQUoEdeu0gxKhNLGrv5fB5vvfUWFheVHVGyUnpwcBB79+4V/YBcYumPttOQ4p9ksUKhgImJCWHhlecjshbG43Fks1lwrsSBeOSRR/Av//IvmJ6eht1uFwF9uru7cejQIXzhC19AS0uLeAbtA6WATPPz83j88cfh9Xrx8MMPV81P9EeyAcleNJ/abDaEw+EqcqMW4NUGDHlO1lKUkExMCptyuSw+F4tFdHZ2YteuXQgGg1i/fj36+vqE0YH2lx4/fly4Qfb09AjL7uHDh9Hb24uFhQWxVaejowN2u11sryKorYBaZaf9oWTZJqun7AVIkAkr1ansCUVKIfJ+Gh4eFnUn7/ck0kayF5FbUopR2ek5snKC3GkXFxfxta99Da+++qpQoMjkk/q7+sgTenYwGBReA6+//rogp/v378cdd9xRVYfquUluY3LHj0ajGBsbqzJ+cK6chuH3+zE7O1tlGSfjEp3Fu7S0hFwuJ84A5pxjdHRUxGGRx+/VtFi+LQgEAiKASSKRwMjICHbs2CFc5YrFImKxmFiMOOdIJBJCa88YQ3t7u6hgckGlw2QpSAGFDKeNsiTUalU0aUicTifm5+exsrIiNAm02dzv96OzsxNNTU0oFAoYHBxEJpPB6OgoOOfYuHEjIpEIOOdCE5jNZtHT04PFxUVh/SLB0+v1YvPmzeJZRIx37NiBz3/+8zh48CAWFhaQTCarIpMBF6y+RFhfeOEFWCwWdHV1iWMKxsfH8eSTT4rDZ7WERprI0+k05ufn0dvbC4fDgTVr1uDcuXMALoRtByAIzeLiIlZWVtDW1ga/3y9ccVZWlKAwPp9PHP1CGlJy/ZSJvDwByH7wpCj427/9W5w9e1aQoImJCXR2dqK5uRmccwSDQbz44ouYm5urctuQBVpZgKEJQi1Ikzv2yMgIIpGI2NtB5OfMmTNi4zb5+xP5osWzqalJtAtNsPKiTxH66HgXchOjvU6ywCW70xJJIy2iHHKbtOwU/KelpQXFYlEINU6nE4cOHRKkl9pR1i6qSQIFCejr68Ps7CwOHz5cFRlQTS7l+2dnZ/Hkk0/ikUceQaFQuEhjT2hqahJnvnq9XiEYyMR/eXkZR44cgc1mw9DQkNhr4/F4xJEIuVwOqVQK8/PzWFpawm/8xm+ISVaGliVOz/JBdatluc3lcohGo2JP1fDwMFpbW8VCSUIICWmyttLIVYrSz83N4Vvf+hZee+01cWA3LcZUZhKc8/k8fvjDH2J2dhYvv/yymA9vv/127Ny5E+3t7YIkq0msXA8EWdiRv+uRS0qjpRFVj3F6R7UltZYlykRjMFICABfc72htkw99p37v9XqFBbKnpwdjY2M4ffo0rr/+egwNDWFhYQHT09Po7OzE/Py8CG5De9T7+vqQzWbx/2fvv6Mju687QfzzCoVcCVWoQs5A5xzYzdjsVjNJTUqkJIqiJFvBo7E9M7ZnvDO/GZ89OzMbZnePZ469pizL1pGsTFpmMEmJQaS7m81m54AOaKCRc6iEQhUKKABV9X5/VH9u33qNJrmy1yNp9D0HB6mq3nvfcMPnfu69y8vLEr2kM2SVQdQHzBmkHtZ7Vhvet9sj2Wyu7YQ2ep1Op+Sa06Ghs1VYWCh5jzova25uTorXcL4cDgc2b96M1tZWnDp1Cp2dnXA6nYhGo5LKQFCcRmEgEEB5eTmKi4ulIN+lS5cQCASEenv06FEUFxfj2LFj6OnpyesDGAwGce7cOTQ3N+dRgTkPNptNqLm6+ivlBQFD6hUW5yHgvry8LBFUXdVTt2ZhKgaAvAJw4+PjeOutt+D1elFXV4d4PA7DyDGL2D8RyEX02O+U553GdHl5OVKpFILBoADZyWQSvb29aGtru6UFXHl5OWpra+VZnU4nGhoasGXLFly9ehUNDQ2SB7uysoINGzagpqZGInE60lxXV4fFxUWcPHkS6XQae/bskSI+WpZRR+o9q53CeDyOoqIiLCws5KXNWHXjB4Fv1Dl0xCnvqXNJLafTnM1mUVdXh7vuugs+nw+Dg4MYGhrCli1bsLy8LDRatrVra2tDY2MjZmdnUV1djUgkgurqaqRSKck7td7jarpPyxLOA/W0YRjCFrQyxfTPek501JIyYnZ2VvK69dzxfGrKPPet1ek1zZssRK3zs9kshoeHcf36dQGtrMWTgJs9yPl5Oprs9XoxMTGBWCwm0Vqv14twOCyOqX5uLbM4LxrgOnHiRN4cADnndfPmzQAgdoaups+IJ209ABgdHcXCwgL8fj/q6ury2jNRHvx3i1j+Uw0uOB2/qakpWczl5WXEYjHJnWTomQpgdnZWqDd0Ppis7PV6JVcgGAxicXFRHL9kMgmn0ylInqbZaLSPESTej9PphNPpRF9fn+RBNjQ0iEKpqqpCcXGx5BHQyCfSQuOSSCQd4Wg0Kq8jKmWz5ZLlH3/8cdhsNrz44otCc7QedM4hlTMFJosUuN1uLC4uChrFMuc6kgbkDieRrVQqhfHxcWm229bWhs7OTgn7l5SUIB6PIx6Po6SkROiac3NzCIfD4uxxA/O+GWEEcqBCaWmp/E4hygNI48Y0Tbz22ms4ceIEIpGIHD7mwtTU1KC0tBRXr17F4OBgnmDXaDg/SxsqRMy00FleXpa+jT6fD9u3b5cqcOfOnUMkEpEG2Xqv0glkJDUcDqOhIVfPimvPqC6NLOYbko7KBHrgZiEL0pt0Tgz3KP/HiAJ7bM3PzyMQCCCRSIgjy/1OocXn1wgaB9G0+fl56Yva2NiIK1eu5Al43qMVSWQE5MyZMzh06BA8Hk8e4kiBSON2bm5Ocjy8Xi8qKioEbSXViuwAp9OJuro6AYwcDgeampowMjIi5+7q1as4c+YM1q5du6oTaXUutaOsjVeiqDRS2ddzcHAQ4XBYzlhxcTEqKipEiekqjES6OafaAdNrqaMzAwMD+LM/+zMpCsUcERp7wE2QhP8HgLGxMQwODqKiokLAhtOnT+O3f/u3hWL4YR057cBynvQcMoKkoxhkL3BtiAJzjxKR5nM7HA7Y7XaJhhMxpkH06/GPO1jeH8jlDerG4gSs6IgUFRVJAZo77rhDonqpVEqQcyDXHqSqqkr6BdbW1uJTn/oUhoaGRJfYbLnCKnQ8eEZoqNPxqaioEAeEe4z/5znRe3W1vZvJZBAMBqVIDWlmpIyxSqLD4UAymURZWZnoc+5jRvQoX3ktXs/hcODOO+/E6OgoJicnJQ2nvr5e8gcZVaO9Mjw8jEAgINTbbdu2iXO7bt06vPjii4hEItI3mNGQyspKbN++Xap6W51snik6EpTL+nxyvskQY74qr2EF0LSu1DlpGiBKJBLo7OzE0tKSFC6ZmZmR6rDV1dXiUAMQqitTJpgDy1SI+fl5oU0zes6cS6/XCwDCfPJ4POLMu91uzM3NYc+ePZiensbY2Bja2tqkbsSOHTukWA3p0XTgSAm9dOkSCgsLsXbtWpH52pGkMU5Qn/Yi90wwGLyF1s15BSBRzvdzLPl65uxyXbnOqVQKppnrPVtfXw+/3y+RqPLycrS0tEiu3uzsrNgU3NtkkDkcDrElSYEeHx/H2rVrMTIycgt4qEF/fe64T2hn02nXICRlyfs5lvq1Onp34sQJAQxYj4L2M4FTMsX4dx2x5DU0gEnA6PTp0zh79qwEf/Q9rhbN06AobWymrzHYVV5ejgMHDkix0E2bNt0CXGvnkvaS3Z7rE3/x4sVbCkbV1tYiEAgAgDiwtK04V2xBU1NTI0WkYrEY6uvr5fP4XNzP75efDvwKOJbstVNeXg6bLddbKxqNSn6h2+1GT0+PhHrpoGUyGSk4wuqlLPXMxGTSWOx2u/zMfBIifMBN5BbIR1ZYAc7r9UpT2pGRkTzUkE6x7inH4kEOh0PapbS2tqKoqAiRSER6JUUiEWlVQpojUQe73Y677roLNTU1ePHFF6VwgkY8aMQz+me32xEIBHDXXXfhwQcflCiaYRjibIRCITidzttuLBrtwWAwL3JZXl4u1QFZNEjTHjifTAznQXe5XKLIaUhQaafTaTgcDqENcv61YGd5/GeffVaKG1FIkxKcyWTg8/kwMZErQkxDRFcXpHKgwtXUDk3P0BRT08zRby9fvgzTNLF+/Xr09vYiEonI6/lanVhOI+LIkSN4+umnRZFxXelk0mnks2qUlJ9tRUfpyHH9aQyQ+sqo3fj4uFQn04aRRhH1M3Av87su2MDomS51r4cucqD/t7CwIJUVTdPMo8tYKW3cP2+99RZ27tyJXbt2iaHKPNlkMon5+XmZY7fbjevXr2NwcBArKysi5Lk3GJnVaCXv0Xp9LQM4NFrNNgGTk5MYGhpCOp1GQ0MDHA4HPB4P6uvrxegjzVk77e9HAbci46lUCn/zN3+D3t5eOVPc0/p8UBaS2ma32zE5OSlGhNfrFdna1dUlhqmVzvZBxo4+I3r/kCZJYIRV/bhnotGoKNxoNCp5HlNTU1IkzOPxwO12Ix6P58kHIva/Hv84g/trcXFRaJY0qioqKm7pvUcDrbKyEqZp4sSJE+jp6YHb7cahQ4dQXV2N73//+6irq4Pf78f4+LgUb6uvr4fNZkNnZ6f0FYzFYqiqqpIzQWeChXxIpSXtSzuS2vCj02QFRa3PSkCD/ShtNhumpnK1BLUsZS2D0tJSFBcXS2VtpiKQ6aGjSTwv7HP5zW9+U4rlELQeGRlBRUWF5CsuLi6itrYWRUVFmJiYQEtLC7Zv3w4Awgoi8EoaO4306elpBINBOYd0GIFbaXVse0KnhM+qW61QflD/cM5KS0vzdCJBUM6x7jW4srKC8+fP49ixY0ilUojFYjJ3/J0RMp/PJ/m3lBNslUSZzfldXFzEzMyMRJmz2Vyl2KmpKRiGgW3btgno7PP5pDp2TU0Nurq6sH79epw8eRKTk5OorKyE3+9HTU0NamtrZe0YlKDt9dZbb8k80NmlPtdOJeeNOZoMSphmjp1DPahz624nXzWwr3/nujC6apo3e1TSRti4cSPuu+8+0a3snxqJRLBx40ZJNWFEkhHswsJCKS5F+xmA6BCdNqLvaTXH0nrPAARQBPILcFnBCuvnWB07ntGxsTGcPXsWzc3NeW2zGNHVaXQ8E1pPUr5ou4Y2/bFjx3Dq1Cl5nQZQtP1FWaKDL4aRY1WQTUn7M5lM4oEHHkBLS8stLQ+tz8svzlMkEkEwGMzTr4y2l5SUYHZ2FhcvXpTra9p1VVUVvF4vAoEArl27JvYmKfi0KRj555q83/ildyyZi0HHksJ1y5YtSKfTgr4AkAgh+0UaRi7vitU3GTnyer0oLS3FwsJCnmFeXFwsVDxtmBMltzqX2WwWXq9XUALtvBYUFMjBJn00mUxKQ+n5+XkkEglpIB2PxwV1o6Kbm5vD1NSUKFAewJKSEmzevFkS4N944w3hrHNQwWiUzOl0Ys+ePTh48CAcDofkrxmGgbq6OjECb2dIUlAQVZ2amsLMzAw8Ho/0yeS8lJeXC+VwaWkJra2tokwACA2FtFUiRaxaRYoR156CI5vNSlEbRsxee+01zMzMSERPO1Q2m03K2esopXYa9JryZwpWGu58fv5fC9OJiQk4HA6EQiE5/HodKIwIJpCCdOnSJSl3TnSU+4wKiRX6aJADOeE1OzsrUScqAEb8tICloiatltSRZDKJmpoazMzMIBKJ3KIcPkjA0zFqbm7G4uIiKisrxfCnsaIFMYUknVjuzYMHD8I0zTwkk8aKVgA+nw8OhwMzMzO4fv06Dhw4gHA4jPHxcSSTSUH+ifZzDebm5iS/R699TU0N2tvbRZDSKNT0az0X3Nd0SlOpFMLhMOLxOEZHR8UoDYVCqKqqQkNDg6DrtbW1ee/n2bQCF9bIuBVMoYI/cuQIzp49K/tIG9faUaXhSKNRG5CpVAoVFRWoqKjA4uIiLl26BJst17KJeUur0WGshgUAqTTJqKMGXUhX4hmkjF1YWMDs7KycC9LsCEwxr4/UKzIAYrEYMplcPjEbmv96/PxD720gt5bnz5/HlStXMD4+jqqqKlRUVADIUagoWwjqTE5OoqWlRSI1i4uLOHr0KLZt24a7774bqVQK586dE6Omo6MD6XQaJ0+eRDAYlOb0fX19qKysRG9vr6Ri6LO5srKCiooKaTlmjaRrYEYzdlZzLAsKCtDa2oqTJ0+isbFRqq7SyKIsoE1AOeHxeOT8xGIxcX4qKirywDltqAYCAXz2s5/F888/L3JtaWkJZWVlYlgGAgEEg0Ep5pfNZoXBQQfebreLLtVtBYAc6EZDVqeQaD2ytLQkKSiUYYzQsFqv0+lEIpGQKup0HLWzTmOc86uL1Wjj2mazYevWrXjhhReQSqVQWFiIYDCYx8igY8m8znA4LNEXzj0AYasRPOSzUI+xxyiLANXX1yMUCqGyshLBYBCxWAyGYchea25uFke0rKxMmCP8DBapYvpVZ2enyNL6+vo8nWbVk9Tf+m8MLqwGdtxun/Lv3IucX+4Jbd8RYC8sLERdXR3WrFmDlpaWvIIsjz76KA4dOiQ6IhgMYnh4WIAjdllguyA6gaOjo7h+/TpCoRD6+/vzKOnWyB/3vtVx4z2n02m0traiv78/r+0e9yGDAHqsdn45mAdOO4f3QWCUThn3L2tT6DmnvOCaURfRJl2tGNP72Ug6mLO8vCwFNJkLTcB78+bN8r/3s0X5+7vvvpsXUQRylO99+/bBNE0cP34coVBIzh5wE+hpaGiAYRjYvXs3jhw5glgsJmAei54ePHgQFRUVkg//K0+FZfRmYmJC+jXRyAByCObExAQikQgCgQAmJiYkcZX9H6kMWCkpm80iEAhI41gdCWLvLo/HIwJHV1fUQsMwcvQM0lZpBNEpoUPJfDBWvOTCsacPESjSRZaWluByuYSKw9dxo1RVVeGTn/wkCgsL8fzzz0u1N94XKZQcLPhTU1ODNWvWiPDUtAAqjtUiS3rwEPj9fszPzyMYDGJiYgJtbW2CaBlGLvemrq4OpaWl4vzPzs6iqKgITqcTU1NTYiCwutz8/DzcbjempqbgdrtFIVKox2IxTExMCNpy4cIFjI2N4fr16xLRpVNJAUqAYGFhQRBjq9CxCgrTNNHc3Iy9e/dKddF4PC5IOpCf+0bw4+rVqyLwOSjoMpkMKisr5W+ZTAZjY2N466230NzcLAdaO/ZUKPyd/U0JVjAnRtNeuUYafSYa7PV60dPTI5VJ4/E4EomEKB8thK1rvtq5BICRkRHs2bMHNpsNR44cEQWoaaxaCemcqUceeQQdHR1YWVmRKISO7FLosqHw3r17ceHCBRQWFuL69esYHx+XPUtjg4DH4OAg2tvbsbKygqqqKoRCIbl2SUkJPvGJT+DOO++UeyNyaHXmSO2LRqNS4XdmZkYUGkvjs3y93++H1+uVQl1VVVU4e/YsNmzYkFdMjOuradhWmq11TwLA6dOn8YMf/EBohtrA1CCZVTEQNOI1WKGZeTh8HhYM0QVMVlt/rZTZ+Fs7t5FIBOFwWOjX1rNABUgDm8Yun4N7n3s1nU4Ldba8vBzpdFoAxV+Pf/hgdC4ej+Odd95BOBwWHTg5OSmvYTSKhcNGRkZQV1eH7du34+LFi2hoaMDGjRvFmBwcHEQ8HkdraysKCgrwuc99TiKd9913H775zW9ienpaCtVRb46OjgK4aWSRRVNbWytOnN7j3KuaCqrPkx4FBQXYsmUL4vE4mpubMTw8LPqQOXBsi0VDm/KhurpacvQjkQjKy8tRXV29av4VkHOyWlpa8MADD+CNN96QCvE8j+vWrZMUnsLCQpSVleHSpUvw+/0ChptmLlpIqioBJiBnPMbjcWklRTmraeU8V9SpZDAwV5BVyu12u+S/8qwSmOLv2hAmuEgQl+tAmVxSUoI1a9bg3LlzkpJARgTXivaZaZrwer1CzWSxIcMwJE2HNg2ZW4y8lZWVwe12I5lM4syZM6ivrxcwtr6+XgpQLS8vIx6Po6OjAxMTE2JbMlWHthprPZhmLo+PNltRUZEUeOL8a0DW+qUdgXg8LjKPTgdwa8VxDt3qjnPMPUp7kHtZ59uSAcAaBRp4oR3L5yC13O12Y926dbLf6JCOjo7imWeeEaCPetLqBGldSVuEZ087jQDEruX+5F4iIGkFdK36h/uM/6MtzfdxjjWgr1ObrBFHbatwb83MzKCvr2/VIAuf06qX9Zqn02mpq8JK1+l0rgURU/BYI8a69qs5qtlsVqocc53tdjt27twpoN6bb76Zl6pDUKmgoAAbNmzA8vIytm3bJiwE+h8rKys4efIk9u7di8rKSrG3fuUdS4a0i4qKEIvFAOQWf/PmzTCMXC6A3++XAgJMYqbxzWbM8/PzmJubk/YDzAMkfZSbhRExbeytRs3jRtIHhAeI1V0pXIlWkNpZXFyMlZVcb6xwOIxgMIi6urq8HKy5uTnJzSJ9xeFwIBqN4hOf+AR8Ph+uXLmC06dPSxNrHhy32y20VP6tsLAQra2tuHbtGtra2pDNZtHc3CzUDQB5aMeHWRcqWTqYjHrq13g8HgSDQYyOjkqi8OjoKBoaGtDW1oZIJCKFDLTjXVpairm5ubxoBtGyq1ev4uTJk0Kho4IrLy/HHXfcAZfLhbffflscTQpf3WaFTjXX1JonsmbNGlFELpcrL+ppRaW1ktFCh0JM89aZQ8TrHT16FI888ggaGhok4gjcrIZMwcx1ovOXyWTyDBQAEpHnvfFZstkspqamcObMGTHimWuso3laUGpUdrXBe1pcXMSxY8fkPboNjxZyvB9+3kc/+lF86UtfkpxhtjPQlZut7QNKS0tRWVmJdDqNCxcuoKysTEr1U6lx3rZs2YKioiLcfffdWFxcxLlz56R9ytq1a3HvvfdKrg6VuM7tI8VqZGQEw8PDmJqakvWjE2YYBjweD6qqqpDNZlFfXy8RTLvdDo/Hg7/7u7+Dy+XC3XffLUahNjq0crMqGKuxsbCwgBdeeEGahRPEuB2ViPuV86+jKsxxZBXqcDiMkZERiQjpJul8jx4apLt69apUFaazR0OE+Xr6bPEMMirB8vOU86w+SANubm4ORUVF0ms2Go0KhffX4x9v2Gw2uFwubNq0CefPn0csFhMgi4Ytz2U8HpfidZOTkxgcHMRdd92FAwcOwG63o7OzE8899xzKy8vxyCOP4Nq1a1Lo6+WXX5b8+0wmIzqc9ROqq6slkqRBMvZrI/VPR/qtBj3HaufIMHKUSTrIZGzodjzMP9u3bx+cTqfUYGhqasLKyooASr29vaitrUVDQ8Mt1+YoLCzE9u3b4ff78fzzzwvgUlBQgKmpKWmrsbKygpqaGmzdulUcXAAiixYWFiT3kM9OOu/4+LiwNag/tUOi2RF0JFkkj3NCh1W3IzIMQ4rE8HVMz9DvKS0tlXQb/q+4uBibN29Gb2+vyF5Gh7UMpDHOaJLD4RDmFwFT7SAz1SabzUoUlrnsuqDe2NgYamtrUVhYKA6iYeSq1re2tmJiYiIvqkeAQBdr6e/vF0elvb09j3aqdTuHNZXENG/m/Onn1faDngv9OVqH8txxj1Jf6Gr7dBoJDNBe4nV0URebzYb29nZZQ2thqpWVFbz++usAIHnIWj9qIFo7W/r5eN8EREzTxOjoqADi3Ku7du3C6dOnheLNedPnW59dXUtgenoa4+PjcDqdMgfaBqMOo87Tc8lrcb15/2QGMBKudd9qTqVecz3PNTU1kpZUXFyMPXv2oKGhQfQg53I1EFmfNwASySeLx26348knn0RJSQlGR0fR19d3C/sKgKThMLBRU1Mja8IIcSgUwoULF6TloaYp32780juWX/7yl/HMM88If5zRwaWlJYyOjqKrqwvZbBZut1toK4lEQqqa0bAlYlZYWIiZmRmJKlKJUJiurKygu7sb69atEyqb1Qnh5iQNjwpAC3DmgjB3k84RD2VJSQkaGhoQCAQExWSRHqJ4jJ7qjbt7926sX78ekUgE3/rWtySsXVJSgkAggObmZrS3t4uBTjRvZWUFoVAIs7OzuHbtGoqKinD8+HEYhiE9pNra2tDa2io01NWoG3ro3MBwOIzy8vK8wgp0Bpqbm3H58mWsrKygtLQUfr9fDBZW40skEtJnk1ThhYUF6T9KpdrX14fOzk7cfffdWFhYwNtvv42VlRXs3LkTv/mbvwm3243z58/j8OHDAPKL4szOzsLj8SASieRFNvUXD2Vvby8+//nPIxgMClWJQlNTLfWzapCCg+tNBa8rK9Kx+eEPf4hPf/rTqK+vF+FIWiCVLt+rI1v8eTWUi8qqoCDXkPr06dPo6ekRyi57ed133314/vnnMTo6mucEcqzmWOq/8fqko/D+V3NygJvOzVe/+lU4nU75v1ZSRJu10VNQkCuOdejQIfzwhz/EyMgIGhsbpSAAiyeRGuV0OgXw6OrqEiNi27Zt+MpXviJ5Xry2Rt8XFhZw+PBhOSd0cGw2G/r7+2EYhpS0DwQCUh1SI7vz8/NSfdXn86G7u1tapehIslYg2pDU0Qeu6djYmMgurQj5fq3Ys9lsnlFBZ5+vZxGpkZERbNq0CclkEj09PRgaGpKohd/vv4UCxGszv3pwcBCDg4MIhUJiHJI+TqNTG0g6H42RGn6+di4ZZWdLBw1KsB0DgcZfj3/4oLxwu93Ytm0bent7RQ6Tjg/cbLOhUz9mZ2exadMmabqdTCaRTCbxh3/4h0gkEuJ4ffvb38bzzz+PWCwm1L2WlhYBaK9fv466ujo89NBDGB8fx/j4uNBFi4uL8bGPfUwi7NoYI3gI3GqoAavrr5KSEuzYsQPXr1+XAhcsWMN8So/HgwceeECqUbMwV319vdQKiEQiGBsbQyAQkBYV+nr8ubCwEI2NjXjyySfR3d2Nc+fOIR6PIxwOo6KiAgsLC9JGraurC3feeadQQTOZDM6ePSs0cMoNOhqpVApjY2MYGhrCzp078yJH1i/thLP4IW2h0tJSqfFQUFCAQCAgZ5iAuFW+a4eEUVcap3TW3W43UqkUpqenEYlEpDAbAJGZS0tL0ibM6/XC4/HI5zDnkkwF5q5VV1eL/GcxG7fbjWPHjiEQCODNN9/Mo9xTbnA/lZWVSfrN4uJiHg2Xa9nT0yNy0+123+JIMqKko7ZcMzqnOg9eyzE9rH+3ppFYCykR1OU5olyPx+O4dOkSNm3aJPaF3gu0Twh0a0otzxGBo6GhobyIqAZOdBRQnzMr440sL+18cs1MMxdxXLduHYaGhjAxMSGfx7niZ63GPjCMXH/mEydOwOv1yvnRDqOmfLOoElmIugAcP5v0WuZP87l1Pqj1+ayAQGFhoTj3ZWVliEajwkDQ9OXV5JIOXunobENDAyorK6Wq9v333481a9bANE3JBeVn8z4ymYw4t9wHdXV1GB8fF5nLPTo8PCzX4vvfb/zSO5Yul0uaf3KCxsbGpIVFNpvjLzudTkxPT6Oqqgrr16/HG2+8IYnM/f39krhO9EsXqNGRFQonCmEdXrYORsu0MUcU3ufzSXuNYDCIeDwOh8Mh1ehKS0vh9XqxsLAAt9uNiYkJ2cx0LoPBoBhgbNz82GOPIZ1O46//+q+FkuP1elFfX4+SkhLEYjGcOHECi4uLAHJUYafTCb/fj8rKSqxdu1aQQzYaHh0dRTKZxKVLl9DU1IR7770Xra2tQgdabdBRIppbVFSE0dHRvEPFUVpairVr1yIcDkvBGOZSRSIRqcjHggTs91VXVycKNJVKYWRkBBcvXsTnP/95NDU14d/8m3+DpaUlrFmzBv/sn/0zOBwOdHV14ZlnnhF0DYDkZAE5g6KyslLWbjWas81mw/z8PGpqavDkk08CyDnO7733niBSBCKAm/SI1Zw8jvLy8ryIJ+/J5XLh1KlT6Orqwle+8hXcc8898jpNRdL0BiocGgk6KqWpphSm4XAYXV1dYgjGYjFEIhFMTU2hurpa+qzyc/Vz8XxY1147NVRGOsdT0zyZ59nU1IRDhw4Bv/M7eYwBTZWk0cQkf+2UsKn3+vXr0d3djYmJCVRXVwulkvuxqKgIMzMzGBsbkyrPLpcLBw4cwBe/+EXU1NTkKaCJiQmcO3dOGmR/+9vfFpnB/GoKfMqa2dlZBAIB2O25ZuOpVEqiOBMTE0L9Li8vl+qIPp9P9r8GJ/SaajBM761EIoFvf/vbkqNsHVaaGuecDgGfgej78vIyotGo5KkmEgnpX8jCOuxbx/eHw2EpkMa+vHQ+WLmOAAuVspW2xX1BWc5cGypCnj/KF517Q1mr5+vX4x9ncL/RkKSTz8iRjmKTIsbc5q6uLuzdu1f2an9/PwYHBzE+Po6DBw9KMSYgl8doGAaampqQSqVw+fJlBAIBjI2Nobm5GXfddRf279+Prq4uPPfccwJYtba2YsOGDXmOm5YxGpS5HetGG8FALkVkw4YNUr2RbUHYy/nRRx+V6qJzc3PiWDmdTmzduhVOpxOvv/66VJvnNYDV253Y7XbU19fD6/WKI0fqPvPdeJ1169aJ03j27Fm88sorQgnnGSHTaHl5GVVVVQIms44DmVHa4GThK5vNJkwBVgElGMR2VIwM8bkpl/kzAEkX4s9ci4WFBXR2dmJychIdHR1Yt24dotEopqamZD417ZL5oYwQMuWJ8jyZTIoTS8pyMpmE3W5HJBLBwMCAyCT26+OaMJeMFExG/crKyuB0OvHss8+iuroayWQSGzduRHl5uehpNpWnc0LdTV1FJ9wKcHAvUB7SydE2gt6Pel9qYITyjvmPOrrGyDH3FvNvWb+Djr6WldZII7+svzM3XhcPtNovPG/aabWybvjZWr5zrtPptAQYGhoapKK/dqisc6OfgcyX48ePY9++faiqqsqLtlPfcHg8HomKEzjg2WB+eDQalcrQWtbd7l6sjibtlYWFBWlpwwJR4XA4r/etjlrr9dbzCeSA1Pvuuw/FxcUYHR1Fe3s7du3aJedwcHAwL4qr5WFNTQ3m5+elEBXBGF0ElGwg/Xy3s/s5fukdS6/Xi4ceeggXLlzA9evXJYJz4cIFtLS0wG7PNcT1eDyora1FRUUFLl68KHkHTEynsKJgdTqdKC8vRywWE0OYXx6PJ89AXm3QsCcCrxGIkpISeDwebNmyBYFAQPrMzc/PS64EFTON8fr6+jwEiYUEGDkkDcfn8+HSpUu4cOGCUAkcDgfm5+cxOzsrCFEymZQqfDt37kRtbS28Xq8IzdLSUrS0tEiFXLYPIfWUVRo1/3y156+vr8eVK1ekaMDw8DDWrFkDmy1X/Y0Gf0VFBYLBoFTJqqmpAZCLevb19SEej2PDhg0AgMnJSTQ0NKCkpASLi4tyP2fOnMGXv/xltLW14dq1a4jFYrDb7fjqV78Kl8uFpaUlvPzyy3kJ2lqQk15XWFiIyspKKSqijRFGVeisLCwsIB6P49ChQ1I4RjtOGuFZDVHTwoHGMRUe80SYJ3P48GFs3LhRQA8KdDrvGsXTlYfp2GkUjZSRRCKBlZUVTExMiNBmNbDx8XG0trZi/fr1OHz4sHDuWX6cSDIVE5+HilQ7u/oetNNJGshjjz2Gp59+Gn6/H/id3wEAUf7cs1SCWonRAYtGo1KtjYqBxaIIxLAfHkGYnp4eLC8vY+3atThw4AAeeeQR+Hy+PLrKuXPn8Kd/+qeIRqNYt26d9HrlHidKzGdjNVLmjLHgxeTkJAzDkL3KXF7OB5U0nT2upQYR9Ou1Y5lMJvHyyy/j2rVreQpao8bWs0kEnVFv/p37P5vNUf6DwSAaGxuleTPpfaShMxcnFovhypUrUn2SioiGLvcJ9x2vT4OR98lINClc+rWGcZOmVVpaitLSUunlq6tV8lxrcOfX4x9n2O12aanAXpPsmawNZxasm5ubk73MKHhzc7PUHGAfWeY4s1jd5OSkOAfDw8Nwu90IBAJSYGTfvn1S8GbNmjX4j//xP8Lj8eSdEw7qHgCiE1dz7IBbc5dLSkpQV1cnQBJbXNXW1mLz5s3C+KCDoGnaDQ0NWLt2raSscPCzbwdIk8UTCoWwa9cu2duzs7M4d+6cVMu+cOEC3n33XfT39wtow2egY2oYOcrd/v37sW7dOoluUXYz8kW2ECmyBHcIHpMCSieSrc4IGFLG6LxP7VzSAbXbc62Bjh49isHBQTgcDhiGkVcUkfKatguBLJ/Ph9raWpFZBF9tNhs8Ho8U9qMTx57Vk5OTmJyclPYvlLfUEwCkVsPKygocDofobzK5RkZG0NfXh/r6euzevRtbt24VgBnIRbLq6upkr9MB15E/rg2dA64/62ZoEJjnyOpEAPk2Cx1g9hNl2gZTWshkYvSyoKBAQGOy5jRryrpHuX7ATbvBNE1MTU2JPcl70vaH1dHS3617XjusmUxGzms2m6t1wnl0uVyIRqN5+ko7p5xbVjjna1iAjnpUA90MTGjAmu30qAe1TDl16hQGBwcluni7oedBR1R1etKlS5fg8XgkoESKN6+v51vPIe+J+4y5rffdd5/MrS6gpdvbcD2pH30+X54O9fl8kh9P+4YyQteZuJ3fw/FL71gWFRWhtbUV9fX1eP3113H27Fm4XC50dXVJBKysrAyVlZUYHBzE2bNnpTk6jZiFhQUEAgF4PB7Mz8+jqalJKrPRUaUjWVZWhtbW1rzQ92pcbwAi5Og0EFFramqSRayrq8PevXvx0ksvoaWlBcFgUAwrIlhsfUKa5LZt21BSUoKJiQmpglZXV4dHH30UqVQKzz77rKA9TqcTjY2NCAQCkhjNkuTr169HTU0NlpeXBfkDIDkWTCbm5tqzZ48cRAAyL6sJC/7OZGQalqS0+v1+QRndbjcqKysxMjKCsbExMZa5mYmwZrNZaRmi5zyRSODChQv44he/iObmZuGF64ToK1eu4JVXXsG77757i6GtHWMKpkQiAZfLBafTKRX5dHSM1QKJWrndbvze7/0e3njjDQEK+Hm8hhXt0UKARhf3FBUPK+ACwOXLl9HT04M9e/aIcqKhzs9gHoI2XihItaAyjFz+RWdnJ1577TXpL8nnN01Tcpw2btwoZ6y4uBhr167FtWvX0NfXJ+vBKIa+Hp0A/k1Tt7iP9uzZg6effhqNjY2SI8p15dmiQtQMAgpW7ouvfe1r0pZn69at2Ldvn5ydrq4uvPPOOxgfH0dBQQHuuusuLCwsoKqqCnv37sWBAwekSh7zJF0uF/r7+/Hnf/7nGB8flybYwM3oMo0kKhmNHJN1wMI1nEtGLqnwDCNHB6+urpbftVNp3St6DUk7/N73vofXXntNQAld4Gg1pJvv1w4oFZk+CwQ6WOAomUxifHwc09PTErFkkaexsTHEYrG86CE/n+AYaVlUrCxQwKJTpAnz/bxXnTNHkEHfJ88A89m5v63n/Nfj5x9adtXX12Pt2rXo7e0FAJE5VoZPaWmpRG06OzvR3NyMRCKBRCKBUCiEa9eu4TOf+YwYv9RJpaWl6O/vh8/nw+7du9Hf349sNovdu3fD4/FgZWUFbW1t2LdvH2ZmZrB//37JrdZGp96HpP0ByNtbmsrN92l9Zpom3G635BzyGvv375cm4n6/H6ZpChU2lUphYGAACwsLEu0sLi6G3++Hx+ORYnx6XjlooNfU1CASiWBiYkJqHfj9fuzbtw+RSARHjhzB0NCQFA7TlGQasAQCQ6EQzp49i7q6OtTW1sr5YRSGYBgL0FB/MDrN/pDAzR58BA44jzpKrOdS01VttlyayNDQEHp7ezE7Oyv1JjKZDKqrqxEMBiXCSfunsrISMzMzSCQS4oTabDaJdrrdbszMzAiVlT1SY7EYgsGgrImO8NHu09VHGZliBXKC6LQx2Ou5s7MTVVVV2LhxI8rKyhCPx1FaWor29naZf+1oUz5xUI5RVtEes+psLaOt4D3/xpxJrVPpRNnt9ryijWSpcA255tx3evAZbucgjoyMiGzn8/DL+j4NsK82dCQum81ifn5eznM8Hsdbb70lLD+CA7xnayTVOgjm6k4RGlClU0mAmvpby4Di4mJEIhGcPXsWwWAwLx/2g57HGpRKp9NYs2YNXC4Xrly5gtHRUaTTabHPSSvm51iBLs4xo9wEe1n4yirPMpmM1DGwfi5T/zhP2Ww2r1WTtj+qq6tFD3Pe3m/80juWehI2b96Mw4cPy2a+fv26lPavrKzE5OQkYrGYGHncvIx6sSGuzWYTyolGy7PZLHw+X17uF1FK6zDNXI4lq41xQdgInahAMplEa2srnnjiCZw6dQoOh0OouAAEFabhTtSEkR6iiPfddx98Ph9eeukloS3SOdSRGDrO5OTzM+mslZeXS46Dw+EQxI1KhvQzCkXOjfXZiZKQ3jM8PCxUhEQiAb/fD7fbjcHBQcm1iEajEt3h+jDXb8eOHZLfsXbtWtjtdmnjMTQ0hM9+9rOS+MzelaaZywt97bXX8IMf/EAaUVsjbEA+1YvPl06n4XQ60dzcLAg6HbKDBw+KE8R+n0VFRXjwwQexc+dO/Nmf/Zmg9fxcrVw1NYoCQQsV3ieVmsfjQTqdxvj4OPbu3ZsXAdXPwQNPwaYVmubXA8CVK1fyKNMaWQMgSrOhoQEvvPCCGAo2W67H3JtvvonR0VHMz8+jsbERY2NjuHLlikT9mdDPOaVgdDqdaGtrQ3t7Oz75yU9KVWRNT+Y6GkauGATRd40eUkG8++67OHPmDLLZrOQDtre3iwCuqalBVVUVzp07J5UWfT4fqqurUVNTIwCSzWYTCr3T6cR3v/tdhEKhPGeJ+X0A8tp0sN8dm70XFBSgu7tbjG7StZn3x+bMZWVlqKiowO7du1FeXi7RDn3GuMaa/sw98s477+Dtt9/OM6K1MbHa0ApRI+naCOK5DwaD0jLC6/UiFotJdWoWv2CFbfYL1QYHIx8srsYoFZUiBwtucH41kMD5pqzhnBuGIX3/mJdMFFcjtL8eP//Qc0i56XQ68eSTT+I73/kOhoaGxIBioRjOv26bEY1G8frrr2NpaQmhUAihUAhTU1NIpVJSuMput+P5558XpLy4uBgzMzNoa2vDJz/5SXR0dAgF3jAM/NZv/ZZUCud+pVzXxjtBHt4/wRf+rveTPm/82e12o7W1FQ0NDSgrK0N1dbU0k2eO4NjYmPT3pAw1TVNApv7+fjidTlRXV4uDyVQYnSLA+y8oKEB1dTW6uroEHAVy5+TMmTMIhUIC/mlHjFEYFtThvIyOjiIYDEpEIpPJFUWijcO0A9oAtAl0/j6jPGz3oqn6/NnKqGD+sy54MzAwgJ6eHinExQiq3+8XnUHQyTRNiSCyeN/c3BwmJiYwOTkpkWQ6lcy9ZX42a2lo2i73gLZ7CHyappmXFkMGCIuR8TzMzMwgmUzC7/ejoaEB6XRaQA8A8qw6SkQAktfnvCWTSXmNjm5yPjWlm4P6gTUrGEggEAvcdOoYhdbt1hj5o0625mxy6FQubTOxAJ2mpeqImtbPem9wrAZ48gxw3fictCGZwkLAQc+VdU71HIXDYVy9ehXV1dXYvn273JuOvumoPeeSdj0pw52dnVILhE47bSbtVOvrc+64FxjsmZ6eFuff4/GITtSBAj342TyjrBsxNjYGALjrrrvy9CnngcEoTX3nPTNH2goCWGn76XRa+rhabcTbjV8Jx5KLSXpDJBKBw+FAWVkZEokEgsEgjh49Ko4WDemqqipMTU2JAOFhIXLOSp9EsEjB0igPD481Wsn7omPJ1iZ+v182FJHNzZs3S1ngM2fOIBwOIxaLoby8HOFwWND+0tJSOJ1OEbpDQ0NYWVlBU1MT7r//fszNzeGNN95AJpNBWVkZamtr8elPf1r6uS0vLwvSqI1WRl7S6bRQYfUhjcfjYnwD+bRORoXoIBEJnZmZEZTW7/dLWfk1a9ZIQaHi4mK4XC6MjIzA6/Uim80iHA6LID916hSefPJJ9PX1IRqNYmBgQAqc8KD19PSgo6MDdXV1ogRYGry6uhqHDh3C17/+dVHEXEdr9FBHVjR9k69pb29HcXExLl++DJfLhY0bNwqCWlpaKhFK7rHdu3fj+PHjecgiUVAdVaIQ04dZRyKpwLkX+/r6pBgBhbw2kojAWZ+RCo3PNDExgW9961uYmJiQ/1MQptO5YkhTU1Ow2+0Ih8PYsmVLniLasWMHmpqaMDQ0hB/96Efw+/341Kc+hZGREZw5cwYDAwOYnp7OoxDX1NRIdeNIJIKLFy/ioYceyivYooUjFaLL5cpbc76GZ+/111+XaqNHjhyRyD0paOXl5fD5fNizZw+Am8itNih5jx6PBy6XC1evXkUwGMwr4c3rUcnrvnA+nw9r1qyB1+sV2jiNIlYPDgaDkjdL9LK4uFgaFNP44j7gdbSM47MvLS3hwoUL+OEPfygGIJW4VhRa2WvZROWsX0eDjuvM9eju7sbKygpaW1vlzGYyGcnTIX2WypBUcxpT6XSuiXw2m6uoRwo79z+NF96/pqfx/gAIqswop5ZHqVRKlCaV/gehqr8e7z9WMx5oiHV0dODf/bt/hz/90z8VSnkqlRIQga/jmszPz0vTb1KnAeDSpUuYmJhALBaTQjEENROJBJ566ins27dPWkwA+YWECAIBN/c4ZVxRUZHciy7SQeOazgQNUG1oatlJI2z37t24fv061qxZg6tXr2J8fFxSBtjyAsjpxNnZWamqzChAUVGR0DkrKyuFikgj1uVyoby8HE6nU1J42tvbMTAwgNLSUpSVleHkyZPo7u6G2+2WPrk67UFTEjlfPFuVlZUC4GmaJudUR57IEmLrC8pLGrZ0YLWBzsG/Ua7oPHRGj9iyg3nvTO+g88NzPD4+Ln1A+fe5uTmhT1NHzMzMYGJiAtPT05JWwHulTKURbQVY+RxaptDppJwGkMecCYVCSKVSaGpqQm1trVS0pwxlDp8GSLV+o21FXUs5b3VQtJ2l5TrXSDM96JTpNeXeYBFJ3j8LIK0WkeQ96iikXt/l5WVEIpE8uaCjhtyD+jO1ntXX04PzRWdSg4+zs7MoKyuTHuna5tF6T68pPzOTyeDq1atoamqSVCLNhKJdRqon058IijIlidV7uW78fP3MmklGmaL3FDsdLC0twev1Yn5+XhxPXfWca67Xn1H3yclJnD9/HmfPnkU0GsXu3buxdu1aVFZW5u1vm82GaDQqvoTev4xOMhWKDrB+Ln6O3+/HY489JrbrhwFsfyU0L4WQ1+tFY2MjLl68iHQ6nXfw2LdnaGgI9fX1YuQwkVkjF3QsdE9CvQG5eNoZsR4URu0ojE0zl6/BKCCrnLEdQmVlJVpbWxGPx/Hmm2/m9WlkONvlcmFlZUWawV+9ehXFxcXYunUrfD4f3n77bSSTSQlb33vvvQgEAnnOLxUckTUqZeYN6tYKdIz1M1OAcXOl02lMTU0hmUwiHo/D5/MhEAhI5DEajYpREA6HUVlZKW1HDMOQVjDj4+NoaWnJ6w80OzuL6elplJWVIRgMYseOHYL8EPG5evUqHnzwwTxno6CgAPv378fdd98Nl8uVlyd7u6HpCkRmiQDqKCWplWNjY9LfqqioCGVlZYJgT05Oor29HdeuXZM5stI2eD8seKGdFo0aaeXmcDjQ2dmJsbExtLe35923FqjaOdXRLSqupaUlPPvss7h27Vqecc75yWRyfbUWFxdFyIbDYWmbwb1M+mZ9fT0mJycRCoVw7tw5GIaBtWvX4uMf/zgMw8Dw8HAeMJNMJnHx4kVs2LABs7Oz0qeUuXYAJN9YRyithkA2m8XExASuXbuGlZUVoZn9xm/8Rh7FgxFF3buVn6NlCOluKysr6OrqyqNP6aGjwMXFxWhsbMT69euluNbw8DBsNpsosHA4LDmWzNsgyFNSUoKWlhYx4LhuOjKp75Wy5ty5c/jzP/9zzM7OisFEhFLPkZXixGfl//mZGlWmLOT+S6VS6O7uxvT0NAKBgBj0c3NzGBgYkDwobRRRdpJqR6XNNg00wjUgwvtn4QRSWzlnvC+eB6YIkErLIl+MmPMavx7/+IP7xOFwwOfzIZFISE40W1+xEicjT4xYOxwOiUJpkHNxcRGVlZWC4v/BH/wB2tvbZb25xyg/R0dHMTg4iP3798t50TJCNyDnvtFOJQ0p7k3qfQK/Wu7wPNtsNrzzzjvo7+/H/Pw8ksmktAMhpS6RSKCsrEzOOQvvud1u9Pf3w+PxwOv1wufzoampSQpmABCjuaysDA6HQ9r9dHV1YWFhAa+88grcbrfQiQko0UEm+0dH5Tji8Thqa2sBII++z+syaplKpZBIJCRyaZqm0C1XVlYkPSObzQoDgYWCOLRjxHXhXM7NzWFsbEyqwXLOKisrpfUbZUo6ncb09DSGh4elSu3mzZsRj8dRUVGB4eFhDA0NYWBgQFg/fB+dG72OWu5ZHR4NxGkdw9+576m7k8mkMHbKy8sRDAbhdrvzjHIrEMo9rMGX1WiwWnZpMFzLQdpVXH860rRdtUOoI/gtLS1Yu3atzImO8mkbxeqw8f1kl/BcWiOTGlBaTf9Y9wnXifuLdhHvg8Ec7gun04lwOCz7WK8P15Zzzf2bSCQwNTUlwK6u16ABW64d8/f5zARRdbqOvm/9GVwfbU9TVmrmIeeRubEsWEjwR+9LIKdLL1y4gBMnTqC7u1vkzuXLl7F161bpM8mvRCKBH/zgBxgZGcmrBUFZ1dTUlFfg0GazSZrP4uKiAG+tra0S3eTrrDaRdfxKOJZAbkOQljA5OYmZmRlx/DKZjFRcZCJ3cXGxtIgoLi6WPpaVlZUoKSmR3lV0qLjIgUAg77DcjnJlGIYU3yksLJTIHfvWLC0tSf81OmSFhYXYtGmT0GpYYXJ+fh51dXVCuZybm8Po6Kg4t1u3bkU2m8XMzAwee+wxvPvuu4hEIlIop6KiQiKJ6XQa8/PzME1T+mLycJK+REXMvBQafkC+IFhZWcHIyAguXbqE+vp6BAIBDA4OIhKJiHEYCoWkEllZWRkGBwelpQjXp6WlBVeuXIFhGNi4cSPeeustMU5++tOfoqmpCQcOHJAcNDrizz77rBjlFEJEmtjDUNMPgZuCx7pWek3piPBn0zQRCATw0EMP4fr167hy5Qo6OzuxadMm2O12KQDFXmZer1dAAzpmOgqpBX42mxUaRDwel3uwCnYKouXlZbz00kv4F//iX4gy1/tTUxut0VgaOufOncPp06clKk2Fxtem02nJmywqKsL4+Dh+9KMf4fd///dvmTe73Y6qqioEAgFB00mB+9KXvoSuri5cv35d1mXTpk3SG7OlpQVHjhyRPCs9LxSsdEqs0Tj+/uKLLyKRSEg5cY/HI4299X0CNxFAa5SS+5uG2crKCsbGxvJoQPqaXDdG79iaJJlMYmZmRtrzJBIJRKNRqWbHeyDtj9FOggR0BLUS14gnI3Pnz5/Ht771LYTD4bzzqOdHC35tMOlovC68xLnQ4It+Xhrpzc3NaGtrw9TUFBYWFhAKhQQVLigowMLCguTV8fkMwxCng3PtdDoRj8fzAA8N/tB5Z/QymUwK3bygoCAvCsJ9zUbn3EsfpPx+PX7+YRgGXC4X7rnnHgwODopRQmdtbm4OXq9X9gSLRLC4TSKREOemtLRUcsVY1O6LX/yiRPqoa7hXqJPefvttNDU15clH6i8AIse4rzRAzL/pAh2ZTEacTJ5Pvp5tC86dOyf2BZAPThGMYzE1IvzxeFxYKTynrIAaiUSwZs0aoYEuLS1JETvKwFQqhUAgIJU4Q6GQtGTR0Tca+GRgcZ1M08T09LQ4vjw7OpJVVFQkLAJG23Rl6oWFBZFhlAXaqeH1tfzQkRN9xoPBoEQvS0tLUV9fD5/PJ5FRVrmnbGPq0sTEhAQDTNPEzMwMpqenxeDnemtngbqN19e6XstFva8JJmt9wedhtIryiUVxenp68Pbbb+Pxxx+XHqt8LZ9bO5Z05goKCuB2u6VgFZ2K1c6bXk/uT1bc5/7X4Cw/n9FbBloaGhoEzOV96cF5t+o7/sxWTqtRdrk/qMsYJHi/KJem+fIzeS1+BufL4/EIDZSfS/3DPU0dys+i7To0NCTUecoq6zMQ4GKqGB3KgYEBOfPUQwSvKI8onzQ4q6OVLAhaXFws1ei5VnZ7rigaASmtk4Gc/nvnnXck/Yh1Yux2OwKBgBTB0mBJZ2cn3n77bZHJpLBzfROJBHp7e9HQ0CDrzogpncpUKoXW1ta85/ofwrHUgkHTPIj40ABMp9NCnbh27RrWrFkjCz8zMwObzYaKigqJ4JGuRRSIm5DhZh36Bm6lDRFxJ/fe6/Xmhd+14Uu6bElJCcrKyvDYY49hYmICr7zyighbGq5erxdOpxMOhwP19fUYHR1FY2MjZmZmEI/H0dXVhampKSwtLWFgYEAOGIWVYRjiyFCREHlijhdzSOkg8NDyAHGDTUxM4OWXX0ZjYyPS6VyFUUZg9ZowEhOJRGCz2TAwMACbLdds2263S27azMyMUH+mp6dht9tRWlqK7du3Sy4XKUK9vb0YGRnBpz71KRE6pLPoEupUNFbBvFpUj8KADjxBhaWlJTQ0NKCiogIHDhzA+Pg4hoaG0NHRASB3uEOhEMrLyyV3oaioCNXV1ULRtCKf/FnTbWl0aSdZOxk0CiYmJhCNRiWXT0fQuJ7a2dRCOhwO44UXXhCKNXATeeOz8Mwkk0kcP34cZWVlklhOJbba+Ttz5ozkRlRUVKCmpgaHDx9GJBIRZy8QCGB8fBzZbBYXL17E+vXr5TM09UVH26wKhGdmbm4OJ0+eFIrZzMwMvF5vnkGgDQsO6/1rYWmaJqLRKKanp/MMJT2HfB+jldwjLPIxMTGB0tJSfOITn8DIyAi+853viFFBJUcjhVXhrPmlNHx576R4f/e738Wbb755i/HBM64RZ96n3kOcF9K29Ov0+7SS5D6lIZNKpQQIm5ubk1xkndxPahEHnU0qYBrNmrZtmqbkWNEh5Xlg4R/OCd/PfaEdTRpdv8oRS8Mwvg3gEICgaZqbbvzNC+BvADQDGAbwpGmas0Zuw/8/AD4KYAHAF03TvPAPuT7PwdatW1FVVYXe3l4pwa9zlikveLbZXobUaBbjWFpakpY/n/70p1cFCzkI2oyNjWHTpk0wDEMig0tLSxIZYBSHZ0nnRLGqKe9LAy2zs7MIh8PS629iYgLf+9738M4770jxDlK/aRzqqDodiqKiIimcwd6dlKuULeFwGNPT02htbZWq9HTadH7i9evXMTk5iXg8LtEoOqqcIzp6BOQM42alWhrJdBg1kMfv/BxN52QBIBazm56elrOeSCTEobNGAQHkyWvKoMHBQbS0tGB+fl7SMDSVv6SkBEtLS3ltXdiCiak/BLV0VEzrfa2TrNFIHRnUEUD9P2vROasO0A738vKy1MA4duwY2trasGPHDrEfaAPSYeDZ0ZHAvXv34sSJE+JYcs70/PEZrEA/QRCd26nfo89dUVERPB6P6KzV7CLt1OjraqCTrbK07qBu0XbV7ZwPXldfm3+zAsgcdrtdKkkDOaYQGS0A5PxpJ1XfO0GHa9euoba2FisrK2Lb0samnuNZYp53JBIRB5P7i86ztk14L1pvc+59Pp/Ijf7+frk3zsfS0hI2btwo9pwORJhmrmXI888/j5GRESnOxPmijOXPtAdff/11LCwsCJuB+4EyenBwEKOjoxL9tdlyBcL4M/VnQ0NDXvuRDwPa/tI7lhyZTEYalzJZnzkGzGOKx+NIpVK44447ZDEZzSssLMRdd92FM2fOSO9EGjCaMtbY2Jh3gICbB8t6PwsLC1JGOxaLSXSKKBUFDKOlOlzd2NiIj3zkI3jhhRfEqFpcXBSlQorRunXrhHYUjUalNQcAcWBXi0RogZtOp+UgsdGx3qRaGGsE5aWXXsLo6CiWlpbQ3d2NhYUFrFmzBpWVlXLPmjZAxeZwODA+Pi7Uw5qaGgQCAenluXv3brz88suCoFRUVAhdhIeGfUipdGisWqN8RDs5KKz1a4CbUUtr0Znl5WXU1tZi7969KC4uRnNzM9atW4fJyUnpl8WkfzobrHbL3kA6ymY15GnQ6JwzbSxYFaJhGOjv78fRo0fx+OOPC2WE0QDgJq2Je5IGVDgcxl/+5V/i2rVrt6CIGpkkajUzMyPR/k996lOYmppCQ0PDLdHQbDZXnbSrq0uet729HSUlJRgdHRXBZ7PZsHHjRkxOTkrVRDpcmm7NddL3RaVGZU3KDxsMk4rNKIl+7+0MDX6nUuGXBpO0EcD9z+9NTU3SwH1sbEyaaQcCAXz84x+Hy+XCd7/7XakCq/caczc6OjrkvOk1189ABfP888/jlVdeyXPwucar5Vjq9dG/6xwVvRe1A0pjWwMsBJOKioqwa9culJeXIxQKIR6PSwGn8vJyqeisDQz+bJqmrLt2snn2eKY0xYrPyXmns0AnUgMwNIa1rPgVHd8B8DUA31N/+/cA/t40zf/LMIx/f+P3/x+ARwB03PjaA+Avbnz/B4+ysjI8+eST+JM/+RORrdpBoKzIZrNoa2sTJ4VAo9frlTzBJ554Ao899tgta0eDUYO4g4ODmJmZySs0c+HCBZSXl0trLiCf+UGHgOeJhToITFCWDg0N4ciRI5L39Nxzz+HkyZOIRqN5DpR2DnRu0tLSkhSU4t/pSOqKnWQfsa3K4uIiqqurJRrEPKxoNIpQKISJiQlxDDkvfD79vJRV/Ltpmqirq0NdXZ3ICxrTmuGiZRSdclKJKSN1X0mC42RhkKWkbSHKbP7c2NiIM2fOYGpqSu7Z4/FI5I9OHe+H1MN4PC42FOeQ961tNL02twMUtUOp7xPILxRG51wDtRpYpO5ixdhQKIRwOIzl5WWxCQiS8fraoaW+5jPynniO9LW0LrPZbHltWgjMcM21btMpCkCuuqfP51sVCLidzWF1wKenp0UnWGWsdrasa6IdKet+pZyw1prgF3OWWStDrxf3Joc1Mk3dEYlEhCXDFAqtz3ktBlbY4/vIkSMYHByUzyeIoenWBF6t+wxAHnOBbYG0TiPw89BDD91il3IPvfrqq+jr68uba+5x5n9yTxYWFmJkZASXL18WeUGgVs/pzMwMlpaWpEduOp1GVVUVnE6nBGSKi4vR1taWt57aPrnd+KV3LPXGP3nyJF577TVx3CYmJmQTRyIRrFu3DkNDQ1hYWJAqjBMTE0ilUtiyZYvQLLhBeNh50BlZ49BK04qwFBQUoKamBjZbrsjAO++8I8U6iouLpedkNpvLX3M6nfD5fCJYAWDt2rXYv38/Dh8+LEm2DodDciQTiQTuuOMO2Zis2KgPpz74FHCafsZnq6ioQGlpaV6uhi5+oal8dPjS6TRisZg4NSxNXlNTI7k0jB5QYEYiEXg8HkGu+/v7JV/D4/FIcY9Nmzahp6dHqoERGWYuY19fn1TVozHDNaAyNU0zL3pqRcn4PBqdpJDXEcLNmzdj06ZNyGazaGlpwe///u/DMHJ5nqOjo6LAWXThpz/9KQYHBzE0NCT3o/eTjrRwPwCQKKKVs28d6XRahAwPOxE7m80mSLcWwDZbLk9gcHBQ0CersNfKtrS0VCqkrqysYOvWrSK4rHkNpmlidHQUkUhEHLX9+/djfHwc3d3dct8lJSVobGzEpk2b8Oabb0rfsaamJtx1113Sd5KD+1OvFe+Te5sFcVgJmVHk1eg1nPfVIpb6WRKJhKyBVvD8DLvdDr/fL/1YOzs7YbPZEAqFMDc3h3Xr1qGwsBB/8Rd/gatXr+atEaMlS0tLecCIXgur457JZPDee++JU2kFsazOIz9DG3R6TlebB/1/DYQAN6nWKysriMViGB4ehsPhQEdHhzzL4uKi5OHyTNA406i9Nh50LiVpWpxf0soBSPl3GgQEfdjzK5vN5W3Nz89LJEznqPwqDtM0jxmG0Wz588cB3H/j5+8COIqcY/lxAN8zcwt7yjAMj2EYNaZpTv081+beoi5obW1FU1MT+vv7pShdJpPLwSVwu7Kygvb2drhcLly+fBkjIyMoLCyUntCPPPIIHnjggVvOKtddy/dsNovTp0+jpKRE2lmFQiGhSzscDgEwAoGA1FHQYAr1OWm4xcXFEklgNOLIkSO4ePEizp07J20peE+MvjNipB0dMo/Y509H7XgWs9ms6GqCIdFoFEVFRZKyE4vFkEgkpL0PIwhaZpHmtho9zTBy7CT206yqqkJlZaU4asBNp1BHMfl5dI4YUaTMYm9rVmllxV2rM6SdBgBSdDAQCAhQnslk4Ha7RUawiit1OOl4lMekwXItuC9WKyqi59v6P8onPid/phNJHadBRn4mr0nZzP+Tjk8bTtthVjaJdrjpoBJg0/vJuq50tgl+m6YpcnI1wJdzoKmt165dQ01NTZ6O0GumgTqrs8n0Jz2nmop6O6dUs1JWc5i53gTWOdd0Ykhz13vKqpetvwPIqxlSVFSEwcFBTE5OYu3atTK/mk2UzWZFpywvL2N8fBzHjh2TqB6j+db5MQwjr94K/1daWipgq3Vf0sbOZDJoaGgQf0DffzabKyp6+vTpvMJ6es30d1739OnTmJ2dFfCH+4v7l4EMm80mNmFxcbFUqC0oyFVhrq2tlUJbGgyw2iDW8UvvWAI3DxRRASZ+E8lIJpMYGBhAQ0MD9u7diz179uDMmTOIRqOSt9fa2iq5ImxqXlNTI+WNi4uLsXv3bjQ0NOQddqsDxmGz2fD444+jt7dX8gpnZ2dRXFyMjo4OOBwO2Gw2eL1ehMNh9PT0SH9LDrvdLpGyv/u7v5O8USKihmEIx5vUVtJsWMiCFD3tZBKZpTOklRSFK5+PBhoPFGmihYWFuPPOO3H58mWhwPIz6ZBptIyISjabS/gvKioS2uLQ0BBqamok35TFdnT0ghU+M5mMtA3p6OgQxagpIFoQkxdPR1hHb7WCohLTPfO4jjxUfD0r65aXl0shIiAnHKempnDp0iVEo1GhQ2nFQqHCe2AUmvdDUGRqakr+ZjVIstlclVjOO51KTeOgcqPQNwxDiilZI5VaQPI5mPcRjUZxxx13SB6NRi6tCofrvX79emzbtg0/+tGPJHJNOojb7cbWrVuFjj0/P48zZ87gnnvukefgmdZraVWCfC0Bj3Q6DZ/Ph4MHD65qTFgRTT3feg+Ypon5+fm8vct55NmsqKhAa2srioqKcPnyZZimKYV7KioqcPnyZcRiMZw5c0bmUxsxPANr165Fc3PzLQaHBh5WVnJ935577jmJZFgdRd1qg+vyQYji7YY2THR0kFHSbDaL2dlZXL58GclkEg6HA263WxzLuro6VFdX5xkfBGwIDC0vLwvKvri4KFGn+fl5KapQVlYmn0sKEc8wczc1+8DtdudRbFlE43+wUaWcxWkAVTd+rgMwpl43fuNveY6lYRhfBfBVAGhsbLztRazGXXFxMR599FE888wzQvc0jJt9LMvLy7G4uIipqSkYhoHq6moUFhYiHo9jaWkJjz76KO6///5bDG7uZR0FoZ7fuXMn1q9fj9raWjGUEomE6AvmKxYVFeHSpUs4evQo1q5diwceeAA2m03yJ2dnZ1FdXY3h4WH87Gc/Q319Pc6ePYvCwkKcPHlSqnDTmSSbg/dCSqyOWLIaPR1i63nVsoiRBBafWl5exvnz57G0tCTMn9nZWanMzmi/1TjXtHbLmsLtduPQoUMSsWQOGYsLcq54toCbVDiCn1wDOnnUWQCkVgQdeqvhr4vTFRYWIhwOC5WS7RB41nnPsVgMdXV1cLlcCIVC4nDR6aVTyc/U0THr3KxmBGezWTgcDrS0tKClpQUlJSU4fPjwLYV06Dxqx1XrJP23lZUVAcDpoBNY02dH3z8dH53Xytdo55KAbjabzXMqNeAP3GQ8aX3GQnEAMDU1heHhYZHHfA7r+bY6l3xGppTp+bdSnm/nXNI+oc61zjO/rOeE86DBJebe83m1zqe+5vxw77D4zY4dO7B582bRb6ZpSlEbPafc29yrrEFC+5r3xPvQuptfBEV5xmiHE8BgfvCaNWswOjqK9evXS9CHdsL3v/99sWO1bcs5ZKEv/m1lZQWDg4OyxtTB3Md6P6XTaelNzXPg8/kQCoXQ1taGp556SmQC36tpv7cbvxKOJZAT6Js3b5bWAzyo3PzBYBDRaBSf+cxnMD8/j0wmg8cffxyZTAZ//dd/jcOHD0sPx0wmg1gsht/8zd/EysqKtJh48skn85rR6oNpRecACJc9lUrB5XJheXkZPp8Pjz76KAYGBmCaJqqrq7F582YcO3YMU1NTaG9vz1OipJ35/X4cOXJEwvmkk9bU1MA0TZw5cwZDQ0MS3rfb7YhEIggGg1JmXB9UbjZG9Gy2XO9OVuyz2+1SsZT/Z8U4Td3YsGGD9I0i0ruwsIBIJILKykqpUEtlnk6npXQ0C5ucPn1aok7xeFxyYtlH8dy5c7jvvvvkMPf39yOTyUjfKAoDKgH9jESFragf54LzQioU15OVujKZjDR/J5Kjo9SaLmyz2dDf35+HIAI38xz0NYH8fAi2kSkvL8f27dslWqgRPL2Go6OjOHr0KD7+8Y/nOZC8Lp1hXostMDSdQdPLVnOiSAnhvFgdcf4NgNCFE4kEvvzlL6OgoACdnZ15815dXY2CggIpwc/KviMjI3nOtfVZ+UzayWcOHY2ydDqN3bt3S2sd7SBZFa3+TCsN1jRNoctQrnAOCajU1tbC7/dLfoLT6RSjmbkckUhEKPVE6ktKSvIKLui51/dFgGd5eRljY2P4+te/jqGhoby51ArciqDfzqHS0frV5kIbPBpo0NRTRhoI3FE2JRIJTExMYGZmBi0tLRgdHZXr6Iqv/KIiJ+jEz2cOOiO7BJc0fZdrQwALgNAudcRqNUP7f5RhmqZpGMb/qwkwTfOvAPwVAOzatesD30sHxzAMAZN45plHWVhYKEYgQS9GvcrLy3Hvvfdi9+7deVE3ftdGPQf3JJuds0gQ6bexWAxdXV3Ys2cPKisrsbCwgOvXr4tzphlBdDzpDJSWluLw4cPi/PT29ubR2BmRIFBCOVlUVCSF1W7Mo0TTmf5B2cU9qc8YK2V3dXWJM8p5C4VCkqfPqKmWAwSWCfiS4qr7WdIxJsBI2ckcUZ4hrhNfQ3CauW2swWAF2gjmEDDmoBPONeVZJuDNtBP2hywrKxOAgJFsHWHRVbo1OMjP1xFCOjHaJtCjtLQUHo9Hihc1Njbi4MGD+OlPfyrMCtozwE3WhhXg1bolk8mgqalJrkG9TwCYzo52GPm+3bt3S3oI5bR+fr6OnQV4f7qeBAfvR4PKtDXY41kDqtbIJIeWodp21K1GdBRstXnWc6cBBh1F1Wu12j3wvPDZtN6mnaftl9UYPbxOOp3GhQsX0NDQIM4lX69ZLrT9GMFjOzk+ixXcsVaRpi7SPoG2Uyk3CwoKEAgE0NjYiP7+fqxZs0bWPp1O44033sDRo0fzKsZz0DkkuMexsrKSp6P1PGonnzI3mUzi7NmzaGlpAQABAnfs2IEdO3ZI8EMDuVYwwjp+ZRxLwzAQCAREuC4vL8PpdCKbzUriOqM1pmnC7/dLX0gAqKmpwcTEBGZnZ7GwsIC9e/fi3nvvxcTEBK5fv47Pf/7zWLNmTd6moEDmJtOLx01WW1srCe+maWLPnj2oqqrCyZMnpWJpR0cH2traxNjU6As3X0NDA+655x74fD6UlJRgZmYGr776KjKZDL73ve/h9OnTQpUhXba9vV1yQnloqGx4mGn4UuGXlZXlKQRuIFIiaVi+9dZbCIVCaGpqQkVFBa5cuSJoGqukzs/Pi1HqcDgwOzsrye5TU1MYGhrC+Pg4FhYWsLCwIIgdBUdxcTGmp6cxMDCAY8eOYe/evdi7dy+Gh4eRTCZRWVkpRUG48a3zR3omcFMI8n96rdhbEIAoTx5Qtosg0q4VCeeGgry3t/eWQixaMVgPJO+HVEACEG63WyK32nGgcc3KbIzSMCrIZ0skEnKvABCNRtHT05N3Xe1MUfDabLnc3cnJSQCA1+uVioJ6zqyGn8vlwr/+1/9aIhVEbzk/jI7TySLdiwAQr/1+KKouUqCjBZz7PXv25Dm9PD86Qsy/W9FSXsM0c8V7tJPNNSguLkZlZSXKy8sxPj6OwcFBOBwOzM3NSdsZFt5gpJbzpiOV/CyPx5Pn2Gr0e3l5GQMDA/irv/or9PX13YLgWhXxak4UFSCQT4ddTU7pObcCFVxDAHkRw3A4jK6uLtx7773SGmFhYQGpVArr16/H6OioRK/Y9JrocUVFBSorKxGJRGRfsFqoNTIAQGQWK2Xr/EyeC96XLgz0P9iYMW5QXA3DqAEQvPH3CQAN6nX1N/72cw8NRAA5J+KTn/wkQqEQJicnZb1ZmIoOGHPQa2pqsLKygm3btuWBXdboxWqGJs/vxMQEFhcX4fP5pKqszZZrQ2Kz2XD33XcjnU7jM5/5DK5fvy6ttxiNM01TCtAcP34c7777LhobG5HNZtHV1SVRR+4xACIf6VgCN1McKKdDoVCezNZySO9JLXs13ZNnr6urK28u+B7Ov44+LCwsCPuIoDDHysoK/v7v/x4PP/ww6urqBCBLp9NC+6ODzWqsrJ7JHsKsFeFyuaTyMunoZM1Y8/ko13m/PKeFhYWoqqoSUJtzxnsmMJTJ5HqUMq1EFy3R8pIG9vsN7i1GaRwOhzBTurq6sGvXLrkmX0e7ic9Fp4W/U+8ykrd7925s27YtrzBaYWEhvF6v2EGMgAUCAQHoCwoKsHPnTrz22mu3gNJ6EDSjHZFOp/Ocae5PvQYc1DkOhwM1NTV50VK9F62Ouz6PACQYwP/xs63grPXaev7pFHM+rfpXywHav1rP6ZxKa4RwtbmzOo+XL1/G8vIyLl26hEcffRSVlZUAbham4Z5lD+yysjLJOdSObjabzQOqrBFL6560pvXwHLKyNYtzud1uLC8vY3Z2Fq+88oroMw0g8D7YpkQzD3ltyhFdtVnPM/dOeXk53n33XTzxxBMAckGC7du345FHHsn7PAB55+/9xod2LA3DKAeQMk1zdVjiv9PQm8jv9+PAgQP42c9+JoYeo2UAMDY2hmPHjiEYDKKvrw9r167Frl27sLCwIE4lGxd/+tOfhmmaeOihh1BSUoL77rtPDgUFi1483ovVYbHZbGhoaEBjYyMWFhawYcMGZLNZ+P1+TE1N4fDhw/jZz34Gm82Gnp4etLW1obm5GZWVlRI55AGsq6vD9evXsXHjRmnM+8Mf/lCaSzOSQ/RieHgYU1NTQjWjI1lQcLOVCFE5HiLOlz6kRDApbEZHR3HixAm4XC4R0hUVFeKUlpeXY2pqCg6HAwMDA0KpmZ2dxfXr1xEKhTAzM4P5+XkAkGckFYao59LSkkQcp6encf78ebz66qvSUL6uri5vLXRkkIcwHA6LsiBKo40iwzDyDFVNrdSCk/fJ93B9rUJ1ampKKunxPvR3Dv0ew8i1YyBy3d/fj/r6+jxajdUxNQwDAwMDQj+0GkA0sqgI33zzTQwNDeUhr1bqJJFuVpudmJgQo5/oF5+dijWRSCAcDsPlcsHv98u8Li8vC8rHzye4wug174+VjrUhog0HrkNxcbHkcDEyz9cUFBRg7dq1edVBrYLeaqBZ/8Z7pWPJ80Rh6nK5pCz+8PCwsBt0iwsWcyopKZGKqTrPQe8H5h5rJc57i0Qi+Na3voWRkRF5vRWBX83ZXG3oNbY+O4d2JulMa1SZiohOPOXG2NgYBgYGsGvXLgG8lpaWsGXLFtjtuVY89fX1UlWPTjgNnIcffhiVlZVIpVIYHR3FwMCAzC8jmclkEqlUSpgMOmebxgARZrZ70PvnF338I+rWVwD8JoD/68b3l9Xf/6VhGM8hV7Rnzvw58yv10PNrGAZ8Ph9qa2sFmCMYubS0hIWFBVRXV8PpdKKqqgp2u12+W4EVLVNXY5rQkfrBD36ATZs2Yf369aK/Mplczt7Q0JDoUUaSfvzjHyOZTOLhhx9GVVWV5FIvLi6is7MTjY2NqKmpEbmqjXbKAJ53GsZWkIfOCM8Li6hpmrY21hkFtVL69PU4v9o41HNC/e33+yUNgvR49rZzOBySD62LydBopC1Dx48sEBq/lM26IixTQnShQ+1s6/vj9UpKSvDggw+iq6sL09PTWFhYwNWrV6WKuN1uR2trq/T0Ky0tRSQSEZaZ1cHW+9Aa6bbqB8q04uJirFu3TmihNTU10pOaUXXtuOg9QFqrVacfPHgQv/M7vyMONteSUWxGbAGIDqNdxqHBf+4DLXMJ/DOAwNxYPd+r0VI5mFLk9XrlGfTz8Zk0k0k7fjabDcPDw3l1K/RYTQfxdz67/p063HrWrfYJbTbKfD6v1U7VAQU9dHQWyLXOuXTpEuLxOAKBAB599FGxQfVzE8ikM8uKtHroCKR24OhE8/41mMOzzftxOBxynb6+PuzcuRMApLUQcLMAo14rAkK1tbWw2WwCZrMWAvWizh/Ve4U2HJBrxTI4OIiOjg48/vjjyGazUvsEgFDntS31fuO2jqVhGDYATwH4HIDdAJYAFBuGEQbwUwB/aZpm//u8vwTAMQDFN67zvGma/9EwjBYAzwHwATgP4AumaS4bhlGMXIW7nQAiAD5jmubw+9498jdRUVERPvvZzyIej+PEiRNykHjYWBI6mUwiFothZGQEx48fx9jYGOx2O6qrq/HEE09g9+7donAcDge2bdsmxgonmsaiRhpLSkpECFNQG4aByspK3HfffRgbG8Pp06cxMjKC0dFRJBIJZLNZyS1yuVxSJbWhoQFr1qyBx+ORyKrD4YDL5cLo6Cjcbjdee+01TE1NSWsOOli8H9JdiGyRtsm5IOqoHWQqRm30UigzX3BsbEzaktD5pUKanZ2VyA3zp9i+YXh4GJOTkxJa1w4bcFMw8UDQIaUhwQIHjY2N2Lhxo+Sk8P2aYkEAgBQ5fr4WWkBO6JSXl8vvPLxUzjQO/H5/3oHiHOvo5MrKCqLRKIBbaSR8Lk1N0MpLR4R4v263G3NzcyKc+BquTW9vL06dOoUnn3xSIoesrKkV0tLSkihxPjPvX6+v3Z5r71JaWioIOAszaHQTgETUfvKTn2BwcBCHDh3C/fffL/c2NjYm+QhUihS6WuEZhoF9+/aJI2wVWFQeVMw8Y8FgUOaegl/nGWhDb7X14DxYDQg6lrwmz5OOiIyM2Qc9uQABAABJREFUjOQpKQpbViAmRZf3zzwbjcAy51TvSd7b0tIS/vZv/xb9/f2ChnM9VzO0NfjAZ7gdHZZDz5E2dGlAajoP9yevQceBINX4+DicTie2bt0qRuby8jLuvPNO6SuYTCbx1ltvoaamBtlsFo2NjWhoaBAUnT2Id+7cicnJSYyNjeHatWtSnMlaOZlGrL43nl0qwF/U8Q/VrTc+41nkCvVUGoYxDuA/IudQ/tgwjK8AGAHw5I2Xv4Zcq5F+5NqNfOkf4zm0Q0gn6e6770Y4HJZic1wHAqEbNmwQZ0+fR+1Qafqedb/z987OToyNjWHdunUwTVOojSUlJVhZWUE4HMabb76JT3/606Jni4uLcfr0aSSTSXz0ox+Va7a2tuL+++9Hc3MzkslkHntGU+6oNxjtvLEO8p1ylUbq+vXrsbi4KFU0KRu1k2ia+YWAtKGtr8u5AW4WJuO1Ce66XC4BIynTdcsEw8ixSTS45Xa7hfpP4C6ZTEpUlm0/5ufnBThkgSHet46MmKYpTqmVVcF7mpubkz6m4XAYCwsLqKurQzKZhNvtxqZNm9Da2opoNIrR0VH09vYKpVhHTKxsDK3XVwMX9T5KJBJYv349Ojo60NzcDMMwcPz4cVlzyhLaEfrzqDd5HwcOHMDv/u7vIhAIIBQKwePxwDRv5vfpeyPomEql5FoEMAnsWvsL04Gg40KdTvuEth/1oLZRtMNJYFgzmfQZs4KsVr2STqfR29t7C7hhdb6tOlwD8YwOBoPBPLaJ9bP0XFtpzQSP9bxa15hDO5+8R64JI+Da+ecXz/PCwoKwFPg6Te/mHGowwzpo05Eyz+czbgQ1PB6PrG1XV5cUSoxGo/J6Ha3k4JrSDub/w+EwIpGI/F5VVQWHw4Hr16/LvGp2AffJq6++ij/8wz8UMIxzT9BW2ym3A7E53i9ieQTA2wD+A4Crpmlmb0yIF8B+AP+3YRgvmab5g9u8fwnAAdM05w3DKARw3DCM1wH8GwB/Yprmc4ZhfAPAV5Arf/4VALOmabYbhvEUgP8bwGfe9+5XGYWFhdi1axcuX74sVcdYKKakpETydTTNrbi4GFu3bsU//+f/HLW1tTBNU/IZIpEILly4IH0UWYSFxpVGxCgAAEi0lIKit7cXb7/9NgYGBoQXT+HADTI2NgaHw4He3l64XC40Nzdjw4YNUkSFfSCZ+zAzMyNVbUlh0YjV/Pw84vG4PCsFFhUfcyJ47wz3p1KpvH6APIwsbDM+Po5YLAa73Y7m5mYAQCwWE5rM2NgYOjs7YZo52m1vb680tGWFOW3QWsPrNBK1UtDoz/j4OOx2O06dOoX9+/eLIUthzlLopmnmzQuHPhwsMEFERn8WK3C2traiuroaQL4xrwU3kDNoSWWhIKURcTuEh4qBhrKmtNbW1so8a6FN+i8ADA4OSg84XoufS4cmGo1K4Sg+t3bsuacMw4DH44Fh5Ki0jBQFAgEx9IhMHz16FC+++CKuX7+OgoKCPGcrlUrhG9/4BhKJhHwumwJzr9JBtNvt2Lp1qwhyKhk6dfqc6qgz19bj8SAYDAr9Vjv22jnSzrN2Vq2KgJWNgZs5mIaRy/9hpdxkMgmn04nZ2Vlxblg0hMqDz8H9RWCAe073yKXiYQGsy5cvi5FD8ELT7fSwKk099F7V/9fG6wcNOvQ8V1Q4vA8a83Nzczhz5kweRYhGPiOUs7OzSKVSqK2tRWtrKxobG2U/s0Caw+FAe3u7tPU5c+YMbLZcviUBtEwmI5+t6fP6nLNy9i/o+IfqVpim+dnb/Osjq7zWBPAv/iE3bDU4eb5Y0IZnqaWlBbW1tQAgfaNpaNNxoB5jATttTOp9qeWmlrnRaBQvvviiRBGYDx8IBEQW7Ny5U8DNubk5aYdFmf3mm29KAa577rkHmzZtkr20srKC119/XWQJcBP8pGy20mDpIFAePPjgg0gmk7hy5YpQRan7VpvT1ZwfvtbqoGkDm3NG/WSz2cRp8Xg8YmcQtKb8Zg0D0zTzIhMApMI8AR/qQwI2nCfmtPJeCULSVmCelx5LS0tobGxES0sLBgcHxRagIUxKH/Uu0zf47HqO+Dfqc86bti2s80tHcXBwENu3b8eGDRuQTCbxk5/8BP39/aIjKZO1w8A151w1NTWhqakJTz31FKqrqyWFhWtgBR8o60tLS4VirPeX7hFNyjiAvGr9dGK4l6zOho4C6mcHIMUXuQd0PqwG5riP9J6z2+1IJBIYGhoSXUYHnHKWDq5muWigPxAIwOv1Ynx8PA/I1YAAB+0iDSBox0avA79TN1hfq/eNZgLY7XZs2bJFnHrtVPKccY/y8zkXVgYa14L7i47k/Pz8qowErhvrCDBizpxqt9uNN954Q9JHtAzQ62qaptQcefjhh5HNZvHqq69K+pLdbscDDzyAqakpXL9+XXS5Ph8ENi5duiRAMG0ZbSNqAOODxvs5lgdN07xFM5umGQXwAoAXbjiMq44bymz+xq+FN75MAAcAPH3j798F8J+Qcyw/fuNnAHgewNcMwzDMD/MUahQUFGD79u2oq6tDT0+PTAIjOZryR8P5jjvuwL/8l/9SopI06ADgypUrMsFdXV1C/9A0Q+Am9ZAbNxQKYWpqCuvWrcP3v/99PP/884hEIkIB4GbnBiPfn1G6cDiMiYkJjI+PSxN50iV7enrQ19cnihK4mQNpGLneRpqCB9xUjDfWJi8kT5oZDVgAUn6YB1QbE6TUMLJDakYikYDf70c2m0Vvb6/06NJDo3/a8KVTZBiGzD8dLUZK6QwtLi5iZGQEr7/+OrZu3Qqv1ytOIJUHEZ6dO3fi+PHjIsCs0RhdCZZrr7+XlpaipaXlFoFmpWsVFOR6kpEmou+Dc67fr1E+Rlb5Wexfxv1Mw8X6eaaZa/MRjUbFSNOOB52BK1euCCqtnXpdmCmbzaKiogLz8/NSfZRCfe/evXK9dDqNsbExfPOb38Tk5KSgrry23W7H1atXpaelRvkvXryIWCyGqqoqcWBLSkpQUVFxi5GgDQHeIweNOafTiX379uH5559HZWWl0Hb1fHPO9GfzWXw+nxiKfD2jrADEcLPbcxWAV1ZWEAwGBQjg61ZWViRyyffzzBDto8Dm/9LptFBlZ2ZmkE6npXDXsWPHpH+czqPRa6sj7qsNrWBXE6FWh1MDIRw6J4TzQMCHz+ZyuSRCFA6H85Dc2dlZ2O121NTUoLq6Gh0dHVi/fr1UNNbtGMrKyuByucRAZ5GkgwcPwm63o7OzUxQ2jWogJ6fY7ojnn0is3jO/YOMfpFv/ew1toFHeZrNZTE9PS6ussrIybN++XSjy4XAY4+PjqKiogNfrRXd3N2w2mxSpAPKNWBqhVkdWn5tnn30WExMTaG1txfz8PKLRKMrLy4UOm0qlUF1dLbpmdnYWR48elRYn4+PjyGazEu28cuUKmpqahLmyvLyMTZs2YWxsTPYcbQctiynHSdmkUQkALS0tuHjxIubm5uByueD1enHlyhWJ0hDoshb04bOv5lTzzFudK7fbjbKyMimgp4Fal8sFj8eDyclJzMzMoLq6WvJD2Z6FERnKm4KCAqFckpGk7zubvdmSweVySTEg7UgQrLTK9EQigb/7u7/DiRMn8tJyqEPYoo3ypqamBuPj4yI/9Xxofa+ZPtq2oB1AhwC46QC9/PLLeOeddyRKrSNhVuqmdqiLioqwbt067Nq1C16vV2wevTaUPxpctu51bQMsLCzA5/MJeMZegjoFhXtEM1j09fhZem/wmjq3dWpqSsCE1UAcDq2DM5lcQcuJiYk8SiafUQOkGgChbWSz2RAMBjE9PZ3nvN1Ozmj72Op0aj2lX2v9DP0+DSbTZpmfn5f743symYwAvIym19bWIhjMpauzMCjtVOt9UWfq7/p+uJaknzudTgHYHQ4HlpeX0dPTg507d2JgYED2pI4s63UljT+VSuHBBx9Ef38/fvazn2FhYUH2e1NTkwRjGOUOBAJif/C8BoNBjI6OSmqV1RHWTDfrfFvHbR1LKj7DMNoAjJumuWQYxv0AtiDXEyu2mnK0THQBcnTXdgB/DmAAQMw0TUIjLHsOqJLopmmmDcOYQ44uG37fJ8i/njgDjz76KEZHRyXKyInZsWMHUqkUuru7pV3El770JUmkpgND4+Tq1au4//77sbi4iGvXrmHLli2CRoTDYaysrEgVMSKTo6OjmJ2dxbvvvosf/OAHOHr0aF4DW22w0XnTBinvl4rC6XSioqJCym739vZKOwsAgkLoQ1xeXo5t27Zh06ZNUv3MMIy8Ijc68Vy3xeBG1sJBH+b6+npJ2ne5XHLoOAfBYFB6h6n9JN+tRh+vV1hYKBXo+Hdt6Gtnh+gOI3fWQ8f70U6k1TAvLCyUPDnSn/g/HTljLo71GTSdAAAmJiZuMeg10mSlM2jqhHYsCTBYUUe+l2tM4dfd3Y2mpiZ5XiLGppnj7P/t3/4tksmknAXeI4EHGgrGjcgb96HdbofL5UJ7e3ue0//yyy9jdHQ07zn0XLz11lt5/wMg/U6vXbuG9evXo6GhAXa7HZs3b5aoshZk3JsaMdMILSnMd911F37yk5+IsWSdM71v+QwaANJrqvePdlJY0W9ychLJZFKE8tLSkjic3Kukpmg6Hb94TSpgRpTffvtt1NXVIRAIYHl5WZoxk+2g713vYU3F0c9sNcqtDuNqitj6dx1J4udxTxB1Z47c2NiY7DnmQjmdTmzcuBHbtm1DTU0NfD6fRCN8Ph9WVlakCjVpbszb0k5icXExamtrMTIygmAwKJUQKaN1lF+fL73Pf9HGP4Zu/e85stmsFANraGhAd3c30uk07r77bvj9flRVVcEwDGzfvh1Xr14VkHJxcRHnz5/HRz/6UdGBlBl632pnQefEp9O5QivvvfceAAjtULNUysrKpCBcQ0MDJicn0dfXh+XlZdTX16OkpARVVVW4dOkS3nvvPXg8HiwtLaG7u1vobmVlZRLxPH36tOgYnU6imRNWJJ/0uba2NoyPj0vVWrKDqOM11Zb6hfNhTRm4nRFuGLn2LRp4Za2E5eVlxONx6TfJGhLz8/Mi71mAhmef0RhdodXpdOa1S2BOOZ0s0zSlgjxlhmafUKYmk0n8l//yX3Dx4kU5r4zUaVYCQe6VlVzvU4fDkdfjmYNynHLA6qzp37Vu1MCAjgoSnOe8W69FOb9u3Tps3boVVVVV0j6JUTrtSGhQnp+pI93aPikvL8dHPvIRmZeamhq8/PLLt6SgEIRm1Innwmrb6LOko+3RaBR9fX1ix2pn8HaDnzU/Py+2mXakNd2WQRP9RYYJzw31lk7vWM2pXQ0Y/CCHRt/zarqPn8kI7NzcHICbPVY1wJ1KpdDQ0IBNmzahs7MT3d3deXbkauCldiq13uTQ0W8CYR6PR6oeZzIZXLhwAW1tbbcUb7SOTCbX9oe94QHghRdewPT0dB5YU1xcjAMHDggLCgD27NmDt956S4psVlZWYmRkBIcPH8aXv/zlPDaePtPadnq/8WGK97wAYJdhGO3IlSJ/GcCPkMvZeN9h5ooRbDMMwwPgJQDrPsT13ncYutfWrdeTBdi0aRPa2trQ398vod6Cglx7Db/fj/r6etTU1OCBBx7Iowhq5AUAnnrqKTEAk8kkBgcHsXv3bpimiR//+MdoaWnBQw89JEZgNpvFkSNHMDY2hpmZGVy4cEH+zpA3EUAKZubRWTctD+/4+Dj6+vpkM4ZCobzXUkFoo7uoqAgbNmyAz+cDcNNQ1zx9m+1mfzoKKCqDRCIhUQkabzT2FhYWpCQ4P4vlyJ1OJ0ZGRmQetTOtHSltwNN4b2howJ49e9DT04Pr16/L6/R66BA+BQfngdRLAILQ+Xw+MV61IW6z2YQ+qsvEW4Xy0tKSRJqtr+Ea8aBNTU3lCXjtmFuRRH1ANXVE72EAUlpcKyatCJLJJE6cOIE9e/ZIT1YqDNKftTKg82UVVBREAPKMjfXr12N6ehqBQECAFlYj1mvCuVxZWZGeS9xT2rE/d+4cnnjiCdTW1qKqqgq/+7u/m0eh0YqZ98zPpeDnWQIgFNSCglyxIRoN1sinptJyD7hcrrwy3aaZn8uq22LMzs5K2f9UKiXIJQ1AKlSd08z5t0YrSQf2eDwIh8MYHR3F3NwctmzZgrfeegtTU1PiqPJ+9B7hc+k9Zv1Zz+FqZ04julbHW6P8+u/8Ki0tlcp1jIRTNuzevRu7du1CR0eH5GroAi08l4xysO0AWQ80asvKyuQzvV6v0Po4H5Q5pmmKIarzzAl0/IKPn1u3/vca3OuhUAgvvfQSqqqqUFtbi0gkgnQ6jccee0ycgsLCQrS0tGBsLNdCM5PJoKOjA0tLSwiHw/D5fKKP9Bnh+lojVKZp4s033xR5RqcmmUwKGs92DH19fQK4Ajl94Pf70d/fj97eXvj9fuzcuRNDQ0OYmpoSmvfKygoqKioAAA8++CDWr1+PF198ERMTE1I5lbKRXxrE4H5saWlBJpNBVVUVSktLcfbsWXR2dt4ilzgoK7VTyS8r4KN/t9tzFZZJmdNyiP3tCgsLsW7dOlRXV+dVpy4pKUE8Hs+rXs25JzWduc2kY2azN/P9dJSP98/X6LmhXrl8+TKuXr0qIBINX9ZJYIVeIJcn5vF44PF48NRTT+G//tf/mtcPknuRDDKmPVE/6n2knUQa2gAkUsTX0A7QRXE4yABraGhAQ0MDFhcXMTk5iZaWFqlKT9mmnQetA7W8tYIpNpsNO3fuRCwWw9atW/EXf/EXspe0nUf2C3UJ52E1u4PPSFm/srKC3t5e3HPPPaJTNSBvBWX1PNvtdgSDwbxrWcFKK5tKO2k8X3yf1i3vB5poe+//7bDqP/6NaVJ2u11sNu5R2sLLy8tCpXe5XPjIRz6CwcFB0TXmjQCWPqcEnnTNEq4TdRkDTLTRi4uLUV1djdHRUZhmLve3qKgI3/3ud8XOt+pvPbSsPHHiBN577728FlwFBQWYnp5GY2MjAoEAhoaG4HA4cPDgQRw5ckRS/mZnZ5HJZHD8+HE8/fTTAqDpddAO5geND8MVypq5COPjAJ4xTfPfAqj5EO+TYZpmDLm8kjsBeAzDoEOry55LSfQb/3cjV8TH+ll/ZZrmLtM0d/nf55olJSV46qmnUFFRkddjymbL5QxVV1dj3759opx0VEkbXQDQ29uLgoICeL1eBINBDAwMwDAMPPXUU6itrZXoXDgcxoULF9Db2wubLVfllcn0hmFIbyodHYzFYnn3BuS3E1heXsb4+Dii0ahUs2WlPd4rI1xFRUXStqK0tBT9/f3SzJaOtXY+DeNmtTiXywWXyyXGIHOYSDXTIfDS0lJRvuPj41hcXJRrFhUVIRgMSiETHsLVIoo8+Ha7HV6vF2NjYzBNE62trXIPmp5ijUB+5CMfgc/nE8FNpTQ9PS2GSlNTE/x+v7yfg4eaOQKr3SPXjeWgNcLOuaeBkM1mMTAwIOuoUWjr82rkVSthbbzzGSmYqaT4XRsmnZ2d+G//7b+hp6dHhBiFGwvwcFBYECzQuR3aceX8V1VVSdQhlUrhRz/6kVQw4/0XFRWhrq5OFJ8V0eJeN00T165dQyQSQWtrKz73uc/B7/fLM63mOFkNMf6fDcULCwulIAKVARUC+6kGg0FEIhGEw2FMT08jFApJ1TQ9qGxIdeXvLP1Nyng8HhcwhM6OLrigjVmeU2uBgpKSElRWVqKvrw+hUAjT09NC7+be1QAGP9uqZLXTZwUmtELSxqqmROv9x32rjQTtlHNfEennPDPP7otf/CL+1b/6V7j33nvh9/tRVFQk7Zz0OnH/ejyevMJZLpdLDGGOgoICiSqtXbtWIpqMirrdbtnHfCY6nzoV4Bd0/IN16/+XQ+8ZbSjOz8/j3Llz0nsxkUigqqpKCq2Ul5fDbrcjFosJ9ZIgZnd3N8LhMGZmZqSoDo19m80mfZq1s6ap1d3d3bI/2QqK1a77+/tx9uxZKbb28ssv4/nnn8fIyAh27twJn88Ht9uNoqIiYSjV19cjFouht7dXGDCMkm/btg2/8zu/g9/+7d9GU1MT3G53HnCki+5oGb5v3z5UVlYKgFJZWYnt27dLRVUty6m/dQ621kVM3dEF6rSN4vf7BfQl6yeTyWBubk4MThYTI62VMt80TWlNpim5mhlCwJGFTrSe4udxDoB85g1lUjabRSwWw3PPPYf5+XlJ+6F9w3PLvHNSLqPRKBYWFrBv3z5s2LBB5ovFg2pqavCRj3wE+/fvx8aNG+F2u2W+tA7UgAUdLCA/DUUzIbQM5XMFAgHccccdWLdundAo+QysEsy6G1YQmUPPnXb4uM6maWLv3r2orKwUAINpGLrGhNbhVvBF3zNwUwfo9h7Mbde2jM7j13/XwPnY2FheFVprCs9qoKeO4PHvei1uNzRwQvtO10fQQ9vu2hHTQ9NvtUN95swZzM3NCZBJdtLVq1dx6tQpqQdhs9lw55135nUQ4LPws/W6WKPrlFn8u2EYog+LiorQ2NgIp9Mpla0p57gv9X6y7i/WMTh69GgeTZln+Pz583j++efR2JgLxW3ZsgXt7e1oaWmRzyPrcGBgQEA5PqdeO22Dvt/4MBHLFcMwPotc+fJHb/ztA/M/DMPwA1gxTTNmGEYpgAeQK8hzBMCnkKsMay2J/psATt74/2Hz54AqtPFZX1+P9vZ2qSZos9lQVVWFe++9V4SrRumtqEs6nWvTYJomOjo6EAgEUFxcjM7OTqmQdv78eRw5cgT79++XPItHHnkEQ0ND4lTyfhju5uDiuN1uqdxGdIgHhQarlfKgDyYXu6amRlA9Il2a7sjcSCKRpMtQALvdbkm4t0Y4dcQlEAjAZrNhenoaFy5cQH19vdBuR0ZGhMqnFYs+2FYHxmazobm5Ge3t7aipqREkhYeEERE+d2FhIb7whS/g8ccfzyttT6GuixFoYUR6jmEYkhM7Pz8vFEZ+hn5Wm80mTrSeB6tgnJ+fx8REfms4q2NJ4VheXi4UDCsqZHVqtXDSSJEWsMvLy7h27Rq6u7uxceNGeW5Gl7neVF7aOdfrxHVnlLq8vBzl5eUIh8MIhUIoLy8XAaQVKCNMqVRKcp6AHLefe4G0DQB45513cOjQITQ3N4sBQGqPXjeulT6fjLrabDapXlheXo7a2tq8HACdh8LekpxDFvrRz66VMt9L5T8/P4/FxcVbmAZlZWVC8eWcUdlybSlTNLLIs+rxeHDq1ClZo9OnTyMcDgugQmWvFTeNOC3Yb4f6akdzNWWrHU/rXuB79Lnl/HD/8FwfOHAAv/EbvyENllnEioqRwAWjWJRrxcXFAkaxoAiddQ1OuN1uPPDAA/jOd74jRaW4f6mI2XMwk8lI4TRdnOIXdPxcuvWfYmgj2GrIzMzM4NlnnxWD98qVK/D5fHC5XDh58iSeeOIJrFmzBjMzMygoKEBbWxuGhoakWngikUBDQ0PeOSOCn07neuJqI5U/T01NSQ47U0UMwxDwtKGhAd/85jcRi8Xgdrthmrkcw9raWjQ0NGBoaAg7duyQKuxzc3NCOywrK4PH44HX60VBQQEqKipQWlqKsrIyzMzMSO7f9PS0FMzTQC3natu2bfjCF74grArSJKurq7Fu3Tr09/fLc2sZTjlB2aUNQ+pKzpNpmtJawO/35/XOpcwkGEajmP24t2/fLkAznSjgZrErnk3NMtAUODr0vCdd7ZoRY+Bm1I+f++qrr+L48eN5ABDnjHZYOp3G/Pw8ZmdnYRgGLl68CJ/PlxddZr42U4juuece3HvvvThz5gy+//3vS79Lu92eV4GTYJV2briGes9rfUxb7IEHHpA9Mjk5KXuSLZJKS0tRV1eXV3xH2z7AzTSC1UBGylHuu2AwiPHxcZHxvE8yAbQ8t0YreS2tExiIYD0D5hDyNVreaieC/+e1x8fHZe44X9q+0++x6iO9z/V3/T/r4GusEbL302X6f7d7HfVdNpurBcI9yT0/PDyMvr4+YTfSZmtubsb58+el6CWZE9Z549mwRst5rvUzOZ1OTE1NoaOjA5OTk/D7/XLd3t7evHm2zqu2n5eWljA4OHiLA59Op9Hd3Y2lpSV8+ctfxvz8PB5//HEYhoGOjg5cunRJ7CbajM8//zzWr18v87GaI/9B48M4ll8C8NsA/g/TNIeMXLuQ73+I99UA+K6Ry7O0AfixaZo/MQzjGoDnDMP43wFcBPCtG6//FoDvG4bRDyCKXDn2DzX0ZtV5GUVFRbj33nsRCoWkNx2Qo8+53W4A+Q1gNR0xm81iaGgI7733njRxrq6uht2e67+VyWRw4sQJDA0NYXZ2FqZpYsuWLfj4xz8Oj8eD6upqvPjii+jr6xODlE4ONzYRzYcffhhHjhxBZWUlgsFgnmHHe7YimlaHo6KiIi+vgQKeDhI3O/PZWL2SlDZdlVTna9IZ0oYxnd35+XmEQiG4XC5s2rQJNTU1mJmZkfngmlifh5uf82GaJgYGBrB//36cOHECXV1d4izSmeNobm7GXXfdhU9+8pOi8IjIksrE4ky8JpUrcwDKyspEWPK92mHnffMzdf4W5147goaRo8FOTU3l0X+1gOY6sTS03rccFNB6jvQcUlmtJqQzmQzq6upkr9FoIX2DuX9cA+baUqDoeSaqzlY3ANDd3Y2qqioMDg7eglAuLS3hpZdewle/+lW8/vrrmJiYQGlpKQ4ePIhvfOMbAJAXhTp37hweeeQROW82282Kw/pMa8qmRgDpiC4tLaGjowNerxeBQAA9PT15+5fzRuOHeZjBYDAPpOFzZLNZJBIJqaSs0UBSYlhUp7y8HLFYDPPz80Ibo8HEe7cCC3q43W6k02kMDw8jlUqhpKQE58+fl/NrNRZ0tMAK0uhnWI06pB0ETaGyKkPt3OtKn1YknGjrnXfeiccffxw7d+6U88bzxOqDun3DwsICKioq5IyYpom5uTkx5ulg8zzyPhgR/63f+i28+OKLGB4elvtldEqjxQMDA2hqakI8Hl917n+Bxs+rW//JB/cejX/SkF0uFwYGBjA3N4f169djbm4Ok5OT2LFjBy5fvoxUKoWOjg7YbDbpYcpoP6MyZNkUFRWhpaVF6NU8R9yDU1NTcia5T91uN+644w4xgO+//34899xzGBoaErZBbW0tdu/eLbmIGoQAbuYDMvJEOhsdp4sXL2JychIlJSVoampCIBDA8PAwIpGIXNfpdOKJJ57AQw89lAeEsaqqx+PBoUOH8NxzzyEUCkm0Vp9fLTtomPIs2e12aQEC5IBM0kBZxRrIB4lYTI8yf3x8HJs3b84r2kb9SQeF9SIYuaWjabPZpIosALEXMpmbDdh5HRYFYlR0dnYWhw8fFv1LPUPAjSAy15VOb2VlJcLhMJLJJNatW4f29napVk8bz+VyobW1VfoLk3YdjUZx+fJlDA4OCuNK54BqXcv557PRyfB4PNi8eTP27t2LQCCAK1euYOvWrTh16hRmZmYEeGfRRD6/pkpb2SarAaV6LQzDwHvvvYdsNguHwyHOMYEDsll0Soe2Naznlf+nziQIoQEM671q0JJzMjs7i6mpKbGBrNezOqnA+zuM7wd68vq8ts5hXk2fck4/DEXTOnbu3CnUaNqInZ2diEajcrbt9lzfUb/fj6amJonmjYyMCIVUO5cEMqwAAL/IGiCIarfbpb0b2wLV1dXltZvTvomeR9rQKysrmJ+fv8UmYMHBbDaXF3/gwAGsXbsWBQUFqKyszAPA+LynT5/G2NgYmpqa8q6lbYHbrS3HBzqWpmleA/B76vch5CKPH/S+ywC2r/L3QQB3rPL3FIBPf9Dnvs/1kM1m0d/fj0QigenpaezatQv19fV5CmV8fFwaJ1MQaKONBkoqlcL3v/99hMNhoWSUlZXJ/6PRKK5fv47FxUX4fD5MTU3JAtNoPHDgAFKplChEHRXVjZNra2vR3t4ufSD5OTSQNZK5GuWgoKAAgUBAKkFxw2YyGQSDQcl/4zNQOFAo6tfTaNSKTSNgIyMj+E//6T9hcnJSKqoWFhYikUhgeXkZ7e3teetyO+dI05zs9lzvrDfffFOcL01XoKBpaGjAfffdh5aWFrjffhu1L72E0p4eGKkUVmprkbjvPkx//vNIe72iHAzDwMGDB6UJ7ZUrV+SeSOOjU2B1Kulo9/X14e67785z7K17b3p6GouLi/I/a2SZkVYqXe49/VnvRzHQr9NIolZUdOhpnBD937dvHw4fPpxXyZFro8EOHfktKytDZWUliouLkUgkpKfgaoYQz9v4+DheeOEFpFIpuFwutLW1IRAIYGZmBps3b8b58+dRWFiIgYEB6Y/Gz7M6lnp/UOFqYUZHsaKiAl/96lfFMOF51o4So6UEB7hnV1NW2hABIBEyTfWy2XI5GLppN69tdfqskW0Nfk1PT0uBq6mpKUxMTOShjXr/WA0Q657QQt86rEpAG9R8n84Dsn6O1Vl1Op3Yv38/wuEwenp6UFdXh6qqKpFROqJPUIrRDAI/msYVj8eFxs/rMOLJUVxcjIqKCtx9992Sp8dS7qWlpYjFYmJ4ezweMap/kcfPq1v/KYbV+NNyra+vT4yS6elpAWQWFxdhs9lw6dIlARvY5Hv37t2Ym5tDT08PJiYmUFtbi8bGRkHFdTRfG9xaf+j0CgBSr6C2tlaYQO3t7fjKV76C73znO1JgbHZ2FuPj46ipybGMWa2U1Eci+zpKxc+nwcVIqWma2LVrFw4dOoQTJ07gzJkzSKVS+MM//ENs2bJF9DdlK20Bu92OpqYmfOELX8BPf/pTJJNJzM7O3gJG6ShEUVER3G431q3LlaYYGxuTefF6vRINpN1iLSKTTqcxOTkpNkFfXx+am5uxZcsWpNNpAQc4FwTl6HiwTQkBIp5bgtM0xOlMakCUYOz09DSeeeYZdHd3iwNrmjerZVNGc45YzyCVSqGyshLRaBSLi4vYvXu3FIDSxRiBnHzyer147LHHcP78eYyPj6OpqQkulwt1dXU4d+7cqiCTdsi0nvZ4PGhtbcXWrVsRj8cxMDCAtWvX4vLly/gP/+E/4L333kNFRQWGhoak1RLlGplgWgdoyrNmYnCttE5Op9O4cuVKHkDKtdB6yUqN1vRMfXa4tgQBWH17NWdF3xsHf5+dnc0rpHg7mcH11fpqNSdEv1ZfR9+3dix1dN06tG3wQQ6PHgRVTNMUIDWVSgloFA6HUVNTg7GxMdTU1MAwDIlcRyIRKdJFe9F6fhng0H4F7UA6lzabDeFwGA6HAzU1NdJ7fmFhAS0tLejs7MybL/7M51xZWRHGVl9fXx7IZJqmpKmZpokLFy7A6XRix44dcv54T9lsVvyHdDqNd955B08//XQeYKLtgA+a59sSZQ3DuGIYxuVVvq4YhnH5Q6/e/8dDK77FxUUcO3YM3/72tzE+Po7Dhw/LYWxpaZHKZgsLC5iamhI6bCaTy0nQ/PrJyUlcuXIFiUQCkUhEnFIA6OnpwXvvvYeioiL4/X6MjIxIgYkrV66gq6sL4XAYra2teOaZZ7Bjxw6JEBKxS6VSWFxcRH19PTZs2IDHHnsMBw8elDwOblIKO6tTqSkQLFlsmjf7GxUVFcHj8aC2tjavchsFCoUqkSw6Ndz0OuLC9ywvL+O5557D6Oio5FwsLS1hbm4O8/PzmJqagsvlwhNPPCGfXVZWhs2bN2P9+vUSMdKClYYoX68RMz5zYWEhNmzYgA0bNiAWi+HO559Hx//8P2OhuhrD/+v/ioGvfx3R3/gNlJ8+jfr/8//Mo80ahoEdO3bgc5/7HOLxuDjDpnkzksXXaqFIZacLFNB50a/l+5kEroEKLQj0d+vPHNqZv12ugFXochQUFEh7HUbC2d+ora0Na9asEUOM86ydb84VlaDdnit/HQgEJF/q1VdfzXs2DcYsLy/j5ZdfFoRtaWkJJ06cQCAQQGNjI/bv349M5mY13+PHj+chhTRGGNmkcNa5oJqmZBiGOIgPPvigUJvpyOjCDOyP6Ha7pW8UI7F8Bq7bhQsX5GwxX5P0Sm3UUNFruqv1uz6zVuXt8/kQi8Wk5YZmKvAzrewE677QCnU1sIOv0XtHf9f3pvf27RQ45UNDQwPOnj2L7u5utLa2yv5g5WGeg4KCAqnUqVkDzC2hAcwqlqRW8v7T6bREi3VhhGg0ipmZGYnWnDx5EhMTEzh//jyOHj0qFEemQPyijV8G3aoRditAwtx9GqkVFRWCri8tLWFiYgKRSATr1q1DVVWVnJfq6mq0tbXJWWdeJaNwPONaFgE3kfeBgYE845wUMEY0eN+NjY04ePAgMpkMnn76aXzsYx8TB0nrP6tuY3SITh3tAxaXWlpaQiKRwOTkJA4dOoT//J//M/74j/8YPp8PyWQSk5OTUiSOsrWsrEwoc6Ojo/D5fPjCF76AL37xi5IvzHPCvHH2j7znnnvwxBNP4JFHHsnLLWZeos1mk7PBeaPcYHrC3NwcRkdHJc3mjTfeEGplaWlpXk0GgjUswsOejCw6SOCUc0/dQZuG9gdTL+LxOL71rW/h7//+71fVm3reqRtisRjC4TCWl5fR39+P8vLyvOJ7dHz5+RcvXpT7Znuz69ev4/Tp0wiFQkKjrampEcBcg9y6wnRRURGam5uxbds2bNy4EU899RQikQgmJiaEmcaCSIFAAH6/X+w46sDVnCXqAu5d7ZxRTnLvJxIJjIyM5IGjLKCkQRUAwjTTgQfOqRXY1M+swRwrkLMaoMSCfARvtKPM9/JnKwDM86R1jwZfV3u91pW6d6p2brR84mfoz7XqMQ1Qa3B2dHQUMzMzMmcEy5h3GY1GUVZWhurq6ry8bzqVOlpKeVFWVibzRHuG9rWedw2kRiIR0YvZbC7fmIUbrQws/WUYBtavX48HH3xQWrjpIBZtu2w2i+7ubpw9exbvvfceVlZWRD9qgIXPMTg4KMEigm4aHLmdjcDxfhHLQ+/7zl+wYZomIpEIfvKTn6CwsBAXLlxAQ0MD1q9fj02bNgnaOTs7i+npaVRVVeVVOyOiwwm+du2aIHdMzAaAv/mbv5Gfd+3ahZKSErS2tspEd3R0iMJtbGxEU1MTnE4n2tvbMT09jWAwKOhIe3s7fuu3fksUq9frxZ49e3DmzJm8Nhp6Q2tDm0gOo5UU0HNzc2K4jo6OoqKiQiq/aUdVHzQ6idzYdBgMwxBF1NXVJWiraZpCXUsmk5ienoZh5PJdNmzYgDVr1ogwv/vuu3HPPffgT/7kT9Db24tIJIJoNCpoK4WXNg7oRFRUVODpp59GJpPB5OQk1vf3Y9e77+Ly7/8+lj//eTFEU3v2IPzEEyi/UYpeb/6SkhIkb+QJUumzkpt2KoB8o5tFDFiRUkeNteMPACMjI7eg+/xZG0L6oK+GEGq64WpDo5t8Ha/D/MeioiKEQiGcPHkSTqcTJSUl2Lp1KwYGBmCz2aSMNfcTr0XngggegQC3242VlRW4XK5VnSUajqQwE+R544038LGPfQwNDQ3YuHEjysrKEI/HYbfb8bOf/Qwf/ehH86qy6mHNJ9XzqY0arpWmP3s8HtmXel9p0ILovl6rhYUFoaYS/NHVlpnTBSCvHQypJDpqaI1U8m+8/4WFBTHENRXZGnHgz1YU+v2GXhuNMmrlSiXBz9T3ytxEXpuvKSjIFTBzOBw4ffo0Kisr0d3dLVRkvY+0sUbHktF63p/D4ZA8LDr73F8Oh0M+hwYhALS1tUmLgMXFRfT29mJ+fh7T09MAcmedPftYnfgXcPzC61YdTaF8ptGxa9cunDlzBsPDw2hqahJ5GI/HhS7e19eHhoYGtLS0YHJyUhp2G0aO5nX06FF86lOfEh1WXl4OwzDyoj88qxro0QYwI2WsbMj7TqVS2LVrF773ve+hr68PTz31lBjmuuAOr611IYEPOlyxWAzXrl3LMxrpaFVVVaGyshIbNmwQQK2mpgbDw8PiaFdXVyOVSkl7sEwmRx3dvXs3fvjDH6KkpETo9ASDd+7cCcMwsGnTJmzevBkA8MYbb0jfPSsAqmUN6aZzc3NiqEYiETkf1dXVOHHiBPbt2yfniE4Bi6FpQM3lcmFxcVGq19Pp1ECgjogxep3NZvHOO+/g2LFjKCgowOLiYl6VXsofLYt0fjp72tIRqq+vB5ArJqQjdz09PRLJPXHihPT3DofDUuCHANTc3JxEE3X+qsvlwpYtW2St3n33XaHoMzf39OnTKC0txeTkJO666y4kk0lhm0SjUczOzkpbGaZGaKaXFVzU7CjtrPf19YmToVk4fB/tP66ZBhQACLDKoYEYgh3UJ1aQmPcD3ApIMs1H69zVAEoOqx1zO+Dzg4Z+Lg0C82frvfJ3K8tJO9WUY9wXV69elYJG1EukIc/OzqKpqQmRSETAKQaoaJdTfpSXl8v5szKweB+FhbnezyyqSBnm9/sl+hiPx1FSUgKfz5fXzsY6CPI++uij8Hq92LFjh6TeWcECw8ilrhUUFODEiRM4ePBgHjuS54Hv6e3tRSwWk4J6VnDig8b79bEcUZPSBKDDNM23jVwhng+Tm/lPMvQDkwMeiUQQiUTgdrtx4cIF7N69G/F4HJs2bcLi4iKGh4fzqnIRJZyfnxdhRtTMNE3pzZVIJPDAAw/gu9/9LuLxOBoaGrB//37JOyG1kgqMJfUHBwcxPz+Pbdu2oaGhAYcPH0ZLSwt+7/d+TxSDy+VCYWEhPvaxj6GwsBBvvfWWUFW0EK+srERTUxNCoVDeoSNqRmMwGAzC6/XiwoULWLNmjUQmeRgYbuchoSMBQFBICjW7PVeW+a/+6q8k/4W0j1gsJhEi08zRlWpra6V5NYsMrF+/Hn/0R3+Ed955R9qwnD17Ns+B1kqmpKQEu3btgs/nQ21tLSYmJuD3+/HgK69gyOvF9bvvRmMmv7y4zWZD7M47UTA2hh2f+ASG/rf/DRVnz8J55AhKamqAigrULC3h94aGsDuRgAHgTFkZ/nevF4PK4B4aHsb/4fWiZnkZTywsoPTf/lssnDyJqf/pf0LmhlDWApjVR63CUisQa96C9ZDq/1vROV5HG+WrHW6XyyXIWE9PD0ZGRtDY2Cjo2+bNmzEyMiJ9A7m2FLRaQRFpY++zhYUF1NfXo6urC8lkMu+5stksKisrxSFjvtzy8jK6urqwdevWPNrl8vIyBgYGcOXKFSkmoZ1GzgGFHXN4KMD5pVHZ4eFhcUKYv8X703uEc0cFoB3BgYEBofzQsWTEnMaM7rHGNbIaehpNXQ2EyGQyCIVCcDqdeRQsXdSBBoo2Orh39Gtup6CtxggjDwSlSLnR+1Q7kRoQAXIGHSMp/f39WFlZwfT0NN544w20tbVJhUiCdETbmctLOp42YBgR4TV1/2AamJRb2tFwuVyIxWLwer342Mc+hgsXLmB8fBwjIyMYGRnB9PS0KNFfxPHLoFt1gZnFxUXMzc1JsZhAIIDZ2VnU1NQgmUzC6XTCNE3p6wfkjO1QKIT29nb4/X74fD5MTk7C5/PJ+Uwmk5IzR+d1ZGQEgUDglhyyaDQqMpY6M5PJpXrQAKI8WFpags/nw+7du3HmzBns2rULLS0tQhMjcEbqG88oz4dusXXq1CnRUQRdySoyzVzLgUAggGQyKZFLv98vtMN0Og23242lpSV4PB7Zt8PDwygvL5eG89XV1ejo6MD69evhdrsxODiIlpYWeL1epFIpAaG0PtDFsLSjYZqmFLUjcE7KsmmaePvtt9He3i75lCxEQjCL9E6yBEwzl+7gdrsRj8clrYTsDxYN4r4pLCxEJBLB3/zN34gNw9QDLYtp+OsIE5ldc3NzsNlsmJqaAgAEg0GR+3RwMpkMYrEYvvGNb2D79u1ScZytnIqLi+H3+1FZWYkzZ87IPVIGMme0vLwcW7ZsgWmaGBsbk8jzwsICNmzYgIsXL0o7nfPnz+PBBx/EmTNnUFFRgampKfh8vjxnl8a6VTfw/xpU1nLfbrfjlVdeEftKp0JRB6wWLeS8Ws8vzwk/zzRNVFRUSO4s742fxX3F7/x5eXkZQ0NDeeCN1ZFcbWibRQ+u94cZ2i4oWMX2Wm1Q32mwVL+Hn1VQUIBUKoX33nsPW7duhdfrxfT0tETrSBmfmJhAYWEhPB6PvIcpMdpe1cwG4CZAa703Rr15NpPJJMLhMFKpFBwOBwAIkOX3+6XCM4A8GwEADh06hK1btyKdTqOtrU3Wmek6+tkp54aHh/P8BQ0gAjl7a3Z2FpOTk3L+6QRb5/N24wOVmGEY/wy5vpFeAG3ItQj5BoCPfNB7/ymGDvvqhsBlZWUyOfPz8+jo6EAkEhElwBwcGis6tL2ysoLJyUkRYLqVQEdHB+666y7EYjHs3LkzzwAkWgpAEE8gl0NECu4f/MEf4LOf/SyeeeYZzM/PC/rHaM7KygoeffRROJ1OPPvss7DZcqXYq6qq0NbWhn379iEUCuGnP/2pOIQ0AngfhYWFiMViGBgYgMPhwNmzZ3HnnXeKYGYUlgrUZrNJMQD9Gm6kZDKJr33tazh16pQgYNrw1gKbiC6N12w2iytXriAajWJ8fBxDQ0OSA2Gz5arqMtoDQJLxs9ks7rzzTszNzeHs2bMwDAMH7r0XG+bm8NO1azEzM4Pq6mqhLQE3jXHjxn3X/emfIvngg5j80z/Fj194AfZgEF/r7sayaeLfeTzI2mz4N/E4fjQxgY8EAphTOY5fmZvD+cJC/Gu/H//qwAFs+/GPkSkqwvjv/Z5ci4cxHo8jHo/nRXk1NQS4tWSzVbDy0OtKesBNwaodM36uFpJ2ux2jo6NC3SC1ksh1NpsVuhPfX1ZWJnPHgglE8p1Op0TWSKcmXVG3GwFyhWg+9rGP4ciRI3JdKsOLFy+ivLwcX/7yl/McpUwm1wh47dq1QmPVjqVGdHWVwvn5ebl3ghlEAQcHB8X5Y6VljU5znvm58Xhc8q+z2azkS3F/67wIgjHc11og62iiFuY6b4vrznUeHx9HY2NjHrWN96qjEJoytBqooM+pfj4AUvDD7Xbj7rvvhmmakgeXSqWQSqUkCstempwrFhQyzVyBlo0bN6K+vh79/f1iZGWzOQrvz372M1RWVsLpdGJ5eVmKjbDJ+uzsLIqLi2W/0YkIBoMIBoPIZDKyXmx7pPuJaSCGKDP7yCWTSXg8Hly9elVyqbTR9Ys8fpF1K/d/NBrFSy+9JMyNJ598Ei6XC/X19RgYGEBzc7M4l3xPWVmZVPfkuS4sLERVVRXsdrtENePxOCorK+VsLy4u4urVq3jwwQfFiKRhPDQ0JK22NMAWiUTQ2dkpvfmol1KpFPbs2YN3330XL7/8Mj7zmc+gvLxcns+adkHZQ5nBIlNs/8NzWlZWhj179uTJFAJPdXV1UpjHMHLtdObm5kTfsg8mDbra2lpks1k0Nzdj7dq1cLvdaG9vF1C3urpazjppqJoWz7OvabwaaGf1SlJTCSa73W50dnZi586d0gdYFy0qLi6G1+vF0tISZmZmhHEQjUZRUlIithJlIAABkA3DQCwWw9e//nUp9LYaeMpn4D3zd9pQjLpWVVXh0KFDQhWmczQ7OytrcO3aNUxPT0vENZvNSqFFGvpcB4Jd/B915NjYmFBxuYeWlpZwxx13SA9SVu7+zGc+A5vNhjVr1qCnp0dyfHUE1kq31vKI54RzwxYXQ0NDEh0nuKZboVHn636e1Bl8j9VR12eI7COro7taZA24yRpiQS6t+6zydTUnTwMHHHzf+wHk1JEctIl0lHW1aKT1uhog1feg2UEulwulpaU4f/68UOYLCwvhdDoxMDCAHTt2wDAMxONxKfhJe5tRetZtME1TQPdsNgufz3cLIMwzwki51+vFzMwM4vE45ubmsG7dOhjGza4F9fX16Ovry2NTctTU1OCOO26Wq7l+/XqePaBlBO+DtOaLFy/C4/GI7a0/nzJ2ZGQEa9asyetkwWf5IGDgw6Cj/wK5Yjunb3xon2EYgQ/xvn+SkUqlEAqFpHKgLivNojTXr1/HRz/6URQVFSEWi6G5uRmhUAhNTU0iyKLRqCCNCwsLQqPKZDKYmpoSIZRMJrFz50587Wtfwx133CGblmgFf2aj5gsXLkhpfY/Hg7KyMrS3t6OkpESEN4UHlUcqlZLWJVVVVdi6dSs2bNiAxcVF7NmzB2+88YYY97weNzsFpcvlQigUwsDAAN588000NzdL0QKilDSidQU87YBQgPzsZz/D8ePHAdyMJHFjMcrAg1FcXIx169bJ69LpNC5duoTvfOc7CAaDSCQSKC0tlfwEGuysCrh7925s2LABP/zhDzE4OIgDBw7g61//Oux2Oz73kY+gMJNBqLRUckGIDGphTqdsfuNGTP7RHyEajeLH4TAem55G9fIyDjY0YOiGUXGhsBDvTU/jc/Pz+HOXS55rHsBvuVwoLSvDk1/4AkKVlfB/85sYffppZG70y6Ix0t/fn9fPCcg38K0Rtvczerk+1pxC/Vk6Dw2ARB3j8TjeeecdPPTQQxgaGkIsFoPD4UA4HEZ1dTUA5NHJWJiHNDQO5k0VFxcLIAAA5eXlqK+vx/T0dN4e+MQnPoHt27djdHQUx48fz3vGdDqNrq4uRCKRPMSdtB82yqbjTKUZCoXEAGPUhAaN0+mEy+WSPoiMtnO+WEnQ6/Xm5fVqKnImk8mjli0uLqK7uzsP/aeCYJSfgAHRPu0EU9FoFNk6tGKcmZlBMBi8JW+FZ5E/63W20oqsClMPu92O1tZW7N69Gx6PRyJEVJra0HC5XNImhsVVFhYWYBgG/H4/Wltb4XA4MDs7i8HBQckZA/JL2dMwZY6vlovxeFz2HteVPXQpgxg14hxyr2vQr6CgAOvWrcNrr72GEydO4OrVq9i2bRsaGxtRUlIiVfp0+sAv8PiF1a2ZTEYKcpFGeOHCBTQ1NaGlpQXr16/HzMwMOjo6MDExkWfYsqp0f38//H6/UMQYHSoqKkJtba3oMMrG3t5eGIYhZ5YtaNLpNK5duyaUV+4N6jD2P2aVb0ZY161bh7Vr1+LChQs4fvw4PvrRj4ohRZnM81ZcXCzVs71eL1wuF6ampnDq1CkB9kzThNfrxa5du/Iibq2trdKCo6KiAk6nU4rb0UFdXFyUyCV7OW7ZsgW7d+8Wahx1GXU/0wQYvdCOGAFwrVescocVrWlnjI+PS8V69uKlrKGtRB1umqYwFOLxuLRUIqWYZ5vXJkidyWRw5swZnDt3TnSYvi/tVOh7phPD3H7TNBEIBLB582aJCm7ZsgXnz5+Hx+ORysSLi4soLi5GfX09JicnYbPZ4PP5JJpLA5m2GeUlZURpaSmWl5dx5coVLCwsiGNAYNDtdmPt2rW4ePEi0uk04vE4hoaGpGImba94PC7X1Ywj6hvtEPHzM5mb7eBsNhtOnDiR1xZLA478G3WXBkUIwPHMMNKp38drBwKBvGCM1h/8my44Y7PZEAqFJK+V16ds1Wlk+hn1sOpCK1jKv/F5tNOtHTMrXdPqsPI9ZLjo+iHW11BPMQ/Z7/ejtLQU7777LqqqqtDd3S3t+QjesJ0c5ZBm+bDaP4FlAqB6D7BSus63dLvdApYbRo6ZWFFRgYmJCZSUlKCjowNdXV0YHx/Pc6jLyspQXl6OV155BQcPHoTP58O1a9fyimFxb3Av8/mXlpakwBr3KYEhPk9ZWZnQ5ykjNUAeDofxfuPDOJZLpmkuq8iLHcCHI0j/E4xr167h1VdfhcPhwCc/+UnU1dWJAUvjjMUe3G43PB4PnE6nHJySkhL09fUJJ55VXHt7e4VCwIqNNNAqKipQU1ODV155BZ/85CdFCdA4YgPfsrIy/OQnP5GNvnv3btlUXq8Xfr9feNw0tLLZrHDsH3nkEbS2tqKiogKBQEAqpnGRebhp3FmTi9mDq6KiAsPDw6irqxNDlkZjNpvNMxS5CSnQJicn8f3vfz/PKdAoEIVcJpMrS97a2oqmpiZUVVUJ4plIJNDZ2Qm73Z43/+Pj43m5FXZ7ridaLBZDJBLB4uIiNmzYgKqqKoyNjeH69evYD6DwBl2GdDdN0chms7DdOADRO++EYRg4duwY5ufnsX5+Hl1FRRi22WC7EV2aMAycLSrCHSsr+HPcFFqvFRVhJZOBt7QU5eXliN5/P6qeeQYl/f2Y27pVDKJsNteWhkKFe8YayeKa6Tnkd20wUChQIFhRP+5prRT4OqfTKf2vbLZcef+GhgYkEgmhcfE9VIhce34mqWBFRUUIBAKIxWKIRqOoq6vD8vIy2tra0NnZmdd0m9FOK7LG9QgGgxgaGkJxcbHQzQsKChAOh/Mis0CuKmvTje88K6SHaCczlUohFoshFArhgQcegNfrlfwglqpnFV728KQw5llnMR7DMIQ+T/Re73Ot3Immc614DmkgaedRK0/tDBqGIT3QWMSG903lTsXI8wHk59dSuev7oBIuKSnBli1b8PDDD2N6elp6VRUUFEjEmVHEVCqFCxcuIB6Pw+PxYM+ePSIDq6ur4fF4sLKygrm5OXR3d2NqairPGKAcHRoawoYNG/JaNdAwcDgcKCjI9R1kgQ3mUHIfcq4412z6TmRXD5vNJgqZhTWY56uBgV+C8QurWw0j1xD90qVLGBsbE+fyL//yL/Ebv/EbCAQCcDqdCIVCkvPFYhAlJSVwuVyIx+Po6+tDXV0dmpqaJNrFXMJ4PC492wzDwMmTJ7F9+3aJsNGxnJ2dxfHjx/OYNKTu19fXY+/evULBBCBgRFVVFfbv34+rV6/i5MmT2LRpE5qbm5HJZIQVQoeNX4zYGYaBU6dOSTVRUmOrqqpQVVUlc2SaJnbu3InDhw/j0qVL8Pl8KC8vl0bqzL/2+XwiV9va2iQSqAtz0Ah1OBwCitFhJQCj9zWdIuaFUrfr1xE0Z35jKBRCf38/CgoKsGfPHpHd0WgUy8vLcLvdQvVl1KygoECMZBrQzCHjHFKukAWhW5DoCBpw08CnPGf0k0YtZXN/f780j6dhnk6nJQ2IuqSkpAR33nknent7MTw8DCBX0DCRSCCVSmFoaCjPudHXp8zQBQmpwymLysrKBABfWVnBlStX8PDDDyMYDKKhoUGim9QLjGBR5vK5rYwdrhX1MAsRcW6pW7RDpe0FDcBpZ52Dz0zHj6kXmgWi50NTcnkNyna2jdJsEO1Aaj3EvczP/rBD20vWv5FZtZpNpKOXlBnaJk+n05L6wTXhnLAIHO2gXbt24bXXXkNDQwOGh4elhUdFRQW8Xi/cbjemp6cFpGWdEdLJrTpbz0FZWRlKS0sFfFpeXhYKLFsHEaBgccGCggLs3r1bnHs9L6Ojo0gkEhIgGxkZybue1cHXNsjIyAgefvjhvGjl0tISnE4n3G43DMNAS0uLOL+UTdwnzC++3fgwjuU7hmH8EYBSwzAeAPC7AF79EO/7JxknT57E4OCgGJB+v18MDR4EUi43b94sJeh9Ph/i8TjKysrQ1dWFBx98UBycY8eO5ZXPbmhoQGVlpQiGpaUlPPjgg/jjP/5j9Pf3S8VTbmTSwBKJBE6fPi33deeddwLIbZZDhw5hampKjFqiItlsFl6vF06nE83NzXKwdFU4j8cjwoDGt+bkm6YpBXYSiQSuX7+OkydP4vHHH5dN7/V6hQ6rDVr+TuU+PDwsVGBN4aBgBm5W/QqHw9IIO5PJVWVkdIdNqkdGRmCz2TA5OSnVz3R0aHJyUiKbvB9SYK5MTiJbVIS2wkJcSyYlZ8bpdIoAX1pagnHDWVm5kZ9y9uxZpNNpVC4vI7SKEA4ZBuqz+ZVcQzf2F5V/6oZxaw+F8ijHy8vLGB8fFyoMlRLnxSr4OazInkZStWHO//GzqMh1/ywa4KzMSdSuvLwc0WhUIo3cP6ZpitECQICPbDYriHZxcbHQhwhm2Gw2KVZx8eJFiRL85Cc/QVNTE3p6euTMaCWTTqfFUWGBIbfbLcaWrlZMJGx+fl5aGvT19aGmpgaZTEbQYr/fj2g0it7eXhw4cECKFC0vL6O+vl6iHlVVVTBugAg6f4EOCPOI2C6GyCznnfuSQxsHXC+9h/V6WkEE/XfOXXl5eV6jZSpk7gHtdOlrrBYFoGw5ePAgmpubcfToUfT19Qnd1OFwSGSR8pLRQ7ZJSiaT2Lt3LzZs2CBRjVAohJmZGVy9elVkg36G69evY9u2bdi0aZPIPwIkNLQov6iMTTO/3RENKsouyiadA8w5mJ2dxdq1a1FfXw+73S4FX1ab+1/w8QurW3V0PhKJiIyIx+N49tlnsXnzZsk/Yl4znTJGYYqLi4U9QCeQzhAjg7Ozs+KEDQ8P41Of+pQwUUgJnZmZkeJoVuDK6XQiEAjcAgiZZi41Zs+ePRgaGsILL7yA7u5u1NTUSBEegq+6PQRwMwfv3LlzeW0fWlpahApMJ8QwckV2Ojo6kEqlEIlEEAwG0dPTg/7+foTDYamAm81m4XQ6ce+996K8vBzz8/MCLHH/0tFiIRheo7GxURgVBFNJKdY57/r5OV8rKysoKysT/REKhbC8vIyf/OQnOHjwIABIXiJzZGmgU1YyL5aGM50ngtlsnZJMJqVPsDU6qb80iEo7hk4Pz38gEMDKygo2bdqEixcvIpVKSS9crgnvKZlM4p577sHo6CiWl5eFHTEzM4OJiYk8MJxzpOXr3Nyc7Cm+Thd2YkTXNE10dXXhM5/5DKLRKNasWYO+vj6hOFMmasCbslrLKEYreV+hUAi9vb0i0ymXNUCpgwl8BivV0Tq0s0ZZbM2p5POuFglMp3MtaxgJY7qO9Zrcp3xma0rLBw0ts62Osp4D3rO+TzJZ+Dqd7kWgk6ws/dpMJpc2EwqF0NPTg+bmZlRUVGB6ejqvAGB1dTWWl5clf5c6jkOnr+gcWAJg2tEl04pBLBYGJThD0JxALGVBdXV1XoFIyjqbzYbR0dE8/0TbAnot9doMDg6itLRUWiVSx7JoF++XIJwGNegHvN/4MI7lvwfwFQBXAPxzAK+ZpvnND/G+f5KhaXKnT5+WBHqfzycKg6He7u5uAEBtba04YqQJGoYhhuXY2Fie06QFA4XZ2rVr8aUvfUly60pLSwWFBXKGM6l+jY2N+F/+l/8Fa9askfvesmULAEjfHFZLDYfD2LBhAxwOB2KxmChZop1U0HQSSKmNxWJ5yoSIXmFhoeRB1dXVYdOmTaLkAMhnE3VjVIfPOzk5KXQAjaLpDUwDZGFhAQMDA2hpaUFpaam06qBi2rx5M7q7u0VY0fk1TVMcGxoTAKQwAIV0KBbD0s6d2DA2hpd27hRk9P/P3p9HR3Ze96Ho71QVakBVoVADhsI8N3pCz93sgWQ32RRJkRQ1UINt2XJuYucluYkTJ8u59731/HxzcxPft9bNdZ6T2MvxIDuW5UG2RGqgREqkOHazB7LnBtBAY54LVYUqoDBV1Xl/VP829jld3aRkS6a8/K2FBaDqjN+3vz389sRNTCROkJ07qHt/fz8AYNbhQNeda2vmGisWkbKhO5E7hgcZqnEnLGA9ErFsViLCen60AkQU3G6Q6KHRPzIlu9eTgleHeuj2IRSAg4ODuHHjhgg4Mi4WpSHyzrAmItYUcuynxLAahiGyOMb6+jri8TguXbok655IJCTslmCJFgIEDNra2vDee+8JA5ubm7PklJJZAsA777yDbdu2IRqNWsKC4/E4ZmdnMTU1hcnJSWlf0NTUhEOHDgkgQcWIAAdDXpiDk0wmEY/HpVrh5OTkXYqpDrHm53ZjnjRXTuDzb/62Awmkc9IGB4Ea7QHVtKKvr+knEong9OnTWF1dxQsvvIDp6WkJAaMHm3xCX5fPlkqlMDQ0hLq6OoRCIcRiMfT39yOdTktIP5+PvzkPzz//PCYnJ/Hcc89Jry+Xq1R1k3mdwBbyTA8T9z096vTEcu+xZ16hUJC1m5qaQmVlJZ5++mm8/vrrllYtP2HjQytbDaMU0hoMBhEIBKT4S7FYRCqVwrvvviteSUa+0EtDvk8AbGNjA+Pj43C5XOLpJM1WVFRgenoalZWV2LdvH7xer3h/CLQSbOIe08YVDVd6wHWoXjabRTQaxTPPPCOFWrgHyfcISOk9WF1djVwuhwsXLgjf+djHPoYvfOEL2LVrl0QlaeWa4fh+vx8tLS1oa2tDMpnE8vIyNjY2MDc3J/l7wWAQAATIZigjjSk+gw7J7+npwYsvvmhRpnW1ZSqjHHYexFDWYrEoPTm/973vobm5Gb29vWKIcT/rVgder9eSCkTwjboCq/oyAoQ8xq4n2IEwrqc26mkI81pXr16Fy+XCgQMHRC7Ozs7C4XBIDndVVRVqampQUVGBaDSK0dFRqSq7sLAg19QGChXnTaUPkBdpQ0RXvCXYTpCS92VBPPYM1PKCfIzXcTgcYjBo4/PVV1+VvHbOg91DrUFOzpndoNNDA6Mul0sil3RkCGWcfR30Pem1s6+fPpa0w+fQxbf09e817IaljvwBtvRU6gJ2g0lHBtllJ3UenUbEehLUHUdHRzExMSHRgZubm1K1nH0mA4EAFhYWJE2E/E0bbKZpSgQH9TQaZz6fTyICnE4nUqmUrAWLc1VVVckz6+JctbW1GB0dtQAPDodDKjg3NzcjHA5bog/13HJQ7rI4V2trq7TK49xQp7x+/Tr2798vRfcISjAq4X7jnn0s1XjENM3/bprmp03TfM40zf9uGMYXPsB5P5bh8/kszUoTiYRMABecAopuX12ifGxsTBqTsl8QDR4ylrm5Ocn50uFvR48elUbQbrcbzc3NEgIbjUZx+fJlNDU14dOf/rTkHRLZ4EaYm5tDKpVCNBpFT08Pjh07JmWNGYKWz+cl72JzcxN1dXUizBkaQsVcM20ytPX1dSSTSYyPjwsyQSOB16Tyuby8jLW1NRGIFCjlFGWOQqGASCSC1dVVxGIxDA4Oor+/X5DoqqoqHDp0CM3NzWJ80MC0GyGcF/Y/ZP8zoMRclv/RP0J0ZAQPDAzImuVyuZLHcGMDoTNnRFgUCgXxGG9ubuK9igr0bW4ifse7WCwWUbu5iUObmzh3R+hSKDy1uQmzUEBbWxucTici3/8+Ch4PsndyKwAIIsrWKXbvq1aAGBJIcEAzWfvfpDN7gQmugUYDyQR0WE88Hsfp06dRUVGBQCCA1dVVLCwsiGKjizbxujTug8GgoOmpVEqEI/tPMt+YzIZ0NDw8jL6+PgvaWFlZKWDK8PAwwuGwBbFmERZ+lsvlROlZXl7G9evXJV9nYGAAly9fxksvvYSxsTEMDAzI/gcgCi0Vn2QyiXQ6jZmZGWQyGWGeNFCI5mmvHN9VKwblCv9wTSjgtBdfC0gtqLUxR9rQQIgdAdaeRHpW9f20YUklpaGhAQsLC3j11VctoV0aTNA5F1p54fXW19dx8eJFDAwMiOeBn1Op0iAJBWsul8Nbb72F3/3d38XIyIiE5enQWPIYthfhPXX/Us1XCI6l02lRNIeHh3H9+nUsLy+jtbUVv/qrvyqhO3p97PvqQzp+KNlqGMbvG4YxbxjGNfXZrxmGMWUYxqU7Px9V3/2vhmEMGYYxYBjG4x/kwaggud1uCbkyTVMqGbLiN6uWau8MZRyrpBNk4BpRzlK5o+HZ19cn+4L0TrmmFVTSCtMzstms7A3NN8kP/X4/Tp8+jf379wvfczhK+bz19fVSsIMhusFgEOPj49IaaceOHXjkkUekJye9HsDdhU8o08fGxqSQlGGUGqtv374dvb29woeAOzLtjsylYqlD+LhH9+3bJ4ofgVrmkpIfUN5rHqsNbX7P3MtsNov5+XkBBWgsFwqlXEuC5hsbG5IXypZB9Czy/WgYE/Dkc9r1BruxxLUw73hhGN3AnLbFxUUAwNtvv41Lly6hpqYGVVVV0i+zqqoKn/jEJ7Bnzx7U1tYKra2vr1uiorhmXH9tDPA7yl2n04m2tjZxNjAvkc+vr0fAlQCzHdCl7kF5wWq91EXJT8+fPy80RS8wwWUCdNpQJ/hGnckuy7WhxWeqr69HNBq1GJVaJtmNVOoU1H35XtqA4zvxualHaB7s9Xplf2mAnN/rv/k9r0/a4BwyeorH0tjUchi4O5zX4XBItI42VnlOOp3G7t27UVVVhc7OTgnZj0QiWF5exvDwMAYGBgSgp8EHQK5JJ4KWpVr/8/v98Pv9Amhzj4VCIckV9vl8ws9SqZTsUwJgWl5zXubn5zE3N4fm5ma5twZtACAWiyEcDoves7m5iaGhIcTj8bvAc0YZDgwMWHRNXjuTySCZTN5beOCDGZa/ahjGbxmGUWkYRp1hGF8H8MwHOO/HMtbW1hCPxyVfI5VKSc8dIl9aEZyfnxd0gGEUxWJRDErmBWojZ3p6Gi+99JL0tSPzNQxD8odYCKOhoQHRaBShUAi5XA6f+9zn0NjYKEnveuEnJiYwPj4uSeg6Vp9MNpvNWha9UCiIe9zpdAp6oEMUNBPkPVlxjxuUCgCN0VAoJHlq9Gys3Ak31UqsViB4P5ZhjsfjOHLkCFKpFCYnJ5FMJrGysoLFxUV88YtfxOrqKqqrqzE2NoZcLicMlNfiswDAY489hl27dqFYLOKjH/0oKisrSzlaDz2Eqc9+Fs99+9t4+EtfQt2FC/BfuICGr38dJ/7lv0TLiy9KiGe+UMCtW7ekat6fer2YdjrxPxYX8XQuhydzOfxJOo2kYeCLqgASAAQA/I/1dTy8tobGP/szNP7BH2D62WexcQfJJSMbHh4Wz7Jm6jTgtQKSyWQsdKBROTtCpwWyphkqT9rg0/kMZArbtm1DZWUlpqam5BlYyt2e08JrNjY2Sl+1dDqN+fl5JBIJJBIJDA0NSW9AVojTgvDWrVs4fvw4Pvaxj4mB6XA48Nhjj8Hr9WJqagrhcBgtLS2WexI1prJJpWTnzp1oaWlBKBRCIBDAiy++iO9///soFAqSP8WQWF6HIdbsV0qFl14NAMhms5icnBQjdmZmBsViUQpJ6b3NuddhyHxuvR85NMPXHuj7/VDx0HtKK57ae8cfO+3QAM7lcpIvqSMutLFPpYafk8+xaA5D2UZGRqQs+dDQkOwN/TzFYlHyj4BSUYMzZ87gv/7X/4rvfOc7kk6gQ1r5njRytYFJ/kLlj0UwgJJykEgk8JWvfAUzMzNYWlpCKpXCnj178O///b8XLzvn/CfAqAR+eNn6RQBPlPn8/zZNc++dn28BgGEYOwB8DsDOO+f8N8Mw3rcPC736oVBIgFfyL4ad5nI5zM/PS/iUXjPyJ+4d8sdisdTnkJ5/AJJbHwgExKjUBiaBU9KqYRiyX6enpyXVQUc88B1IPzRCGK5LhT0ajaKmpkYK5ITDYfh8PgwODgIATp8+jY9//OPSjkzzBs2bqWTPzs5iYmJCop+0TNfgDI05gidMpdCAnzYSmftEJXplZQUzMzPSuN4eOmkf5G3k/dR/WLeB8oqhzF6vV6rEU7dpampCJBIR7ywV30Qigfn5ecnVTCQSAlrbh513asAMgLQXY9TUr/3ar6G7uxvDw8MYGxvD6OioFOtJpVJYXV3FxMSE9NNl77+5uTlpG8F51POjaVLzeZ/Ph4ceeggHDx4UWdDe3o5wOCxrzVB+egI7OjrQ1tYmHi4NnGg+zs8JhhM8YPQN5bl+Luqt9h89tP6gdQvyeO6x2tpaSQWjjNEyS/NnvuvY2Bjm5uYsIKSme66pliVadwYgBh2wFSmmf7RBq++hAVq+J9/F/pzlnouDspF5lhrEpJ4dDofh9/vh8/nwyU9+Es3NzZibm8Py8jLa2toQj8eljzf3LL3mOjzc/qyFQikFhfdk/QLq5IlEQlKO0um0FMGkM2tyclJ4LNsD2T3NTHc5efKkgHOUgeSbVVVVeOSRR2ROisUi3nnnHezcuVPWT+sUBE20vs/1Y6Tk/cYHCYV9GMC/BnD5zv+/aprmlz/AeT+WMTo6Coej1JyZFSapJDFUjygIi3lMTExIXgZRBSpjm5ubkrhLVCmfz+O73/0udu/ebSk5zPswjNDhcEiYj9frxS/+4i9icHAQ2WxWFEiiT5OTk8KAtducwoahKdzQ2ltBguFzEF0GIGE99DSSCRmGgdHRUSQSibtClng9hngwTJUhshTYdmUZKDGVAwcO4ObNmwiHwzhz5gyWlpbEq8WNlclk8Ed/9Ec4evQonn/+eYv3TXtgWBWO1QQ3NzfR1NSEnTt34sqVKwCAuV/5FZwxDOx/+21s+63fgnNjA7maGkwdOIDLjz2Gwh0jYmN9XVpQGIaBVQCfiUTwq+k0/vPKCmCaeLuiAv9TVRVSKnwCAP5/FRXodjrx/3jtNbjeeAOjjzyCWz/906i4gyRy87KPpzYK7caH/Ts9NPqnP9OMSnvN9DEEEwieeDwe1NbWYmlpCS0tLXC73UgkEojFYoLgayScc0+lqLGxUfqPXrlyRVA0Viw0jFIpebsxZJombty4gStXruAzn/kMTNPEyy+/jOXlZRw6dAirq6uYn59HTU0NPvnJT+K3f/u3YZqm5GBRmVpdXbWEqhQKpf51r732GtLpNFpaWjA0NIQDBw7I/LJ8+tramjBg9pLz+/3o7+9HTU0NmpubpShUW1sbFhcXMT09jVwuh71794onmeGeWjDSiOLgnHF/lltXjnsZOMVi0aJ4ABA61dfUBi6/s9MKhcLS0pLFi8DzuNbAFkIfi8XEg01a5nlerxfZbBaDg4MIBAJSdZPvbs+f4fyTxw4MDKCmpkYqcZOv8jwaH/R8aGWag7Sp5/zLX/4ybt26hXA4jIsXL0pbiRMnTuDTn/40/st/+S8WXlJu33zIxg8lW03TfN0wjLYPeI9nAfypaZrrAEYMwxhCqRLtmfudVCyWwsMCgQCam5sxODgoHnDykFQqJfKDfWxZXZUGCWnTNEt9phlFQRBleXkZgUBAKn0y91EboswRJo1o+l9dXcVLL72E7u5u1NXVCfjCvaJDvEiLpGECHrFYDIuLi/B6vQgGg6isrMStW7dw4sQJHD9+HAAkxIweWNI6lTwC0lNTU5aWDJxLDXpoTwnD5ugh4b61e+CdTieCwSCSyaTIBe4PhqrqvalltH4ODYrmcjncvHkTc3NziMViso8J/NArypA8hpoygiAYDErRMe2Jog5mN4DsfIvGHoEtemXYU/PJJ59EMBjESy+9BMPYavkwOzsr56+uruLFF19ENptFb28vdu/ejTNnzmBxcVHARPIfDchpD5/dADty5AhaWlosHs6f+ZmfwX/7b/8NFRUVAgRUVFTA7/cjGo1KgatAIHBX6K0GgmnMaKWflZc1z2ZoLkGUcuC+HuTFWlckzZF+otGoVE/nM9CxQk+W3XEwMTEh+afljD6+G/e7/ozrvLi4KEB2OeBD60ukUfsoZzja/+aPPSQc2ErXYvqQLoTjdJYqBzNiIB6Piwycn5+XEPelpSUEg0GJaCRITxDbzu84J2wdApQirEg/iUQCXq8XDodDwpQnJycRDAaFHphXnE6nLXOs1z2Xy2FiYgKnTp3C+vo6fD6fGKakh0KhgGPHjuGVV16Ra50/fx7PPPMMDhw4gIsXLwr9F4ulAqJ1dXUC8PE6zOcu16NTjw9iWIZREkTDKPXZajUMwzDvpUn9mAcrkVHJ1jmDjY2NUu6bzJj90Zhv5ff7MTExgXy+1H+Llv3Zs2ct4Y1EF6LRqCjWRPS4IXl9uv6bmpowOTkpXioar/QEUbHSaFYkEhGDlwYd+2CyChpDNHSYi0YYWUVVC2fef3x83FLVjnNjmqZUgGThE92aAthCGblpGF4QCAQQDofhcrlw7do1rK2tSQUywyj1BGtoaMDk5CS+8pWv4BOf+AQGBweRy+Vw5coVzM3NCUMJBAI4ceKEVPUko/iFX/gF/NIv/ZKgOsuPP47/GAjggQceEGHPjWhUVuIrf/EXWF5eRiKREKZWKBQwBODn7oSvcFCIa2G+CeDf1dTA+b/9b1IswGWacCl0UKOtGl3jZ3ru32/YmSkVFzIqHc5NYcj7EonT61MoFLB9+3YMDg7K+lKBy2az4k0ifa+srGBubk5yS1KplNyTHkCNcmpUlUDIW2+9hZMnTyIYDOJjH/uY7MtDhw4hn89Lw9+2tjbMzMyIkBscHJQQO87/wMAAhoaGMD09LQU0WLL/9ddfRzwex2OPPYZisZSDdfbsWdy6dUuU32w2K0ihYRi4fPkyAoEAHA4HxsbGpJT/zMwMcrmcpfKoDr+hB5H0r8EHO1r6fgJRK328D9dTX5cKRzlBXg6RBSC5jPcKMeL9nU4nIpEIDh8+jBdeeEH2qDaeV1ZWJFx1dHRU8oP4PJwPp9OJpaUlSyg2+ceFCxfw67/+6/g3/+bfSAg0PcjkH6RxDSrZgRg+/9e//nW8+OKLYmgsLCxgYWEBt2/fxtGjR3H48GFpjUBl2K7YfgjH37Rs/Z8Nw/g5ABcA/GvTNFMAGgGcVcdM3vnsrmEYxi+i1FcT4XBY0HQCkYzq4Z5YWVmRVhnkAaQ19nDL5/PisVhdXcXIyAgqKysRiUSkyvrGxoYUA1pdXcXc3JwYp3YjENgy1EiHU1NTePnll/H0009LPrtuWwNsKd46d520yN6pXq9XWgJ0d3fj4YcfthgRpCvyQRaxWl9fx8zMDBKJhMhoAJa8R20U0/CgsUwlnm1ZdFQRZZcGYOyGJz2OVCCpHNrlhFpnmY+xsTEsLi6iqalJiogQKCd4zrVgTmNlZSWczlKxOEbrkI/cvn1beKqdjDVYp3Um6hLt7e3Y2NjAxMSEhOY+//zzcDgcYtgTvKAuxZDECxcu4C/+4i/w7LPPoqenB++++66Fj2rPJGlI81Lqhx6Px1Kfg6Dxo48+ij/8wz+USKulpSXZI16vF5cuXUJdXR3i8bisG99PrzdQ4q+VlZVYW1uD3+/H6Oio3IcFAfWwpwzx+fXQcoI/GswDSoUIGR7O1DHmhFLno15DmiP4qOfOTkvci9qg5DPaDdxyrM0Ootjfi+dxTrV8sM+JXQ7zM8qo5eVlcQ7piBifz4d0Oo1YLCaeS6bU8HiXy4VUKiU5p1xXOoM0+Mvn2NzcRDwel2gwHjMxMYFcLoeZmRnU1tZKuCu9pE6nUzzFAKQ1k3bu8NlzuRzefvttNDc349ChQ9izZ49EDz3//PNYWVlBd3c3Ghoa8Oyzz+JP//RPAUAq2f70T/80hoaGBIihXcSczXQ6LTnppP976SEcH8SwPAvg103T/H3DMHwA/k8AbwE49gHO/ZGP5eVlLCwsWBBBWtk6qZ+KLVGLYrGIQCAgISUrKyvo7OyEx+NBZ2cnotGoGDxksslk8i60nkycDFJXxdMozPLyslQsY/w9BwULAPE46P6WZPSzs7NSvY0bmQoUK9EWi0U0NTVhaWlJwmg5Jwy72Lt3rwgNbSS5XKXeOzMzM4hEIujv75fqn3alWjOsiYkJMZSXlpZQKBSkeA/zMvx+P1ZWVjA8PIylpSU8++yzGBkZwaVLl+R6xWIRDQ0NOHDgAGKxmEX55MZkOJHH48H8/LwIe41MFYtFUVrISPkdGaFmZOXQMIfDgba2NjE4dKgH6aFQKIhSpRkd51Mz4g9iXPJY0hevy2uVC2HVIx6P48knn5Rwl7a2Nqk2RjAhFotJGBQFQaFQkDArGl0sQqWRUG2c2L1tNF6191aj6lQePB4PHnvsMbzwwgvo7OwUhZTX4D5gCKwOl3W5XAiFQkgkEggGg1hfX8elS5ewubmJGzduYG1tTSoma2WWNMk943K5sLq6Ki0Ustms7Cm+qz1CQBt22uDjOuhQHtIBvytnKHFw7+travrhc9hD8LSiwTlfXV2VZts8nutC5ZzKe1tbG7q6uqQ5s6ZXru3c3JwoOdq4Jm0yOkOH4dGL6HA48K1vfQuZTAb/8T/+Rwut2T1PpmlavElaESkWS8XSvvWtbwmPWVxcxMLCAubn55FOp1FZWYnt27ejr68Pa2trmJubk5LwrBz9IR1/k7L1twD87yi1K/nfAfxfAP6nH+QCpmn+DoDfAYDa2lqT+c6sjM18MHqYaMwAEBSb1WHLASY6P2p9fV1A4dXVVdy4cUPC9xcXF1FbWyuKz86dO3H+/HlLigo9LtwfFy5cwEMPPSR5RDTENKBDHsI9rRV4p9MpOU6maeKnfuqnkEqlRD7ZZSDpeWlpCfPz85KrTRCQvEPzP84b6Zx7irmN7M1Mbwr1GI/HIxXWNVDJnEYak4y+qq2txfLysiX3VCvn5AncWyMjI+ju7pY5oVFIzyOvz3Dezc1NaSyvow/8fr8U7uMa6NB7DUzy/YAt46Svrw+3bt1CJpNBVVUVRkdH4ff7xRtLI4XPxvBmtmd57bXX0NjYiJaWFoTDYTE+Oe+kOz6H5j8ENkk/BCZ4bCgUwpEjR/DGG2+gUCjlDzc0NEgIMcOHadDZZTP5JKOGCNwBkBYpGgTQMsBuLGldw26s22US/6+rq8MDDzwAAALm8Hs+h54P0i69c/Z34TpwjfV5lD9aP7iXUVlu8NntXkztIKC3VUe78JnsQ88ddW+n0yn9lxsaGlBZWSnRZzT8SS90shiGIeH0uggSn5nXJBhmmlupSV6vV1q/Ueegx3N0dNQCvNJ7yTBu3oN8hXOi99T09DTOnTuHHTt2wOVyoaamBs888wy6u7tx7tw5PPbYY3A4HHjggQfQ2Ngo+l9lZSUCgQAefvhhfPOb35Rq7G63G1NTU9L/ms4y8jd7hJF9fBDD8rRpmuN3Jm8VwL8wDOOhD3Dej2UwnNTtdkuscrFYqlwXj8eRSqXE3UwDhx4eKiUOhwPz8/Po6emR2P6WlhZxJW9ubmL79u1obm62MFvA6n3QChP/JiNxuVziPdNMTpctJqLCTa/zITY2NsTjePToUcu9THOrAqxhGBKSob1S3JC6EiewVQiB6DDLwSeTSdy4cQOZTEZc/dwwfK5isVSIgSGqFJaRO5VTWZxlY2MDQ0NDklvw3nvvobe3FwMDA7KZ+Qy9vb1SAp7vxz5BNDQ2Njbg8/lEmSYT1p5Hln7XYVGcYzvz0Wupv9u2bZuEaHENOU/sX6SNP66JVrY0A7Ajenw/TUccFFAcdlSQ76qR1i984Qs4dOiQCJzm5mYJ845Go4hEImhsbLSEllGoRiIR1NXVYXp6GqlUyuJd0mic9qDaUUO/3y8CmT+8j2EYko9w4sQJmKaJY8eOIZlMWgo+MD/22LFj6OrqgsfjwczMjBxXLJbK/gcCASwtLUm/0/X1dSwtLcE0TWlj8u6776Krq0sUjKqqKqRSKWSzWaEJGh8NDQ0WFFILLB3KVA615RyUE/76f02DvL8dgSX98Fp2ryjXgQolB8PxiELrQh7aYOS+dLvdePrppzE1NYUXXnhBvuf+0KH2eo35m4Yq76mNCIJUpmnizJkz+IM/+AP8zM/8zF3vpHmP/pxDe5uoJNO4IU8kUOjxeBCLxVBbW4twOIyzZ89ibGzsfRs5/y2PvzHZaprmHP82DOO/A/jGnX+nADSrQ5vufHbfkc+XepXR4Ccgw7QNGjXc2yxy0tzcLBE2VM6KxaJ4gO48q/Dtzc1Su5nu7m6MjY1JLj0V1MrKSuzZswe9vb1S/Ve9s8XQZCsKymfuZSp9lLXkmdpb5vF4xFOhZY4+HtgCifP5PDKZDCYnJ4XvcK60cs86CPT80agkmMR9RlqmYgoA6XTaknqjDWENeFMOsOjN8vKytDHSwDINMj4b+fjs7KxlPRnNoedN15HweDxwOkt9iPk3YC3eoo1A+88dGhXacblc8Pl8sva1tbXw+XyYnJy0RG7RIUB+4fF4pL5DfX09lpeX8du//ds4ePAgPv7xj+P69esCDFRUVCCZTEqhNM45jfqmpiY0NTWJUanz8IrFUvj3P//n/1xC8LPZLFKpFJaWluB0OtHd3Y3bt2+Lh58RZTRASIv0TOs1vn379l0GpAZptQFpByg1f9d8WPNr5suRlrRRrWWPvpZhGJaINfu99R7UYLI+9oMakvZhN5jt17QXetNdC/hO5cJhNc1Tn9rc3MTs7CwaGxuFFgzDwKOPPooXXngBFRUV0geee4ot0sijNPCv15D7fHFxUarlB4NB5PN5AWD1c+jq6XwfPa/6/fSeplHKiDG2KfR6vdi9ezc6Ojos+mNDQ4O8p8/nw9raGp544gl873vfk/nd2NhAfX09CoUCFhcX4XQ6Rc7qZ7nXuKdhaRhGr2ma/QBihmHEbF9/aGDgQqEgVTkDgYBY+cwN0736uMmIqNNDQkSWRo7L5cLnP/95Kf+dSqXw+OOPS24IGTqAu7w3ZMBkJix+w1wEHW4CbCFZZOBkpDRaMpkMMpmMGFOvv/46du7cKQtMItZx0NPT00KUupJcoVDA7du3kcvlRIDyO12JbG5uDjdv3sTQ0JA8I99NK9lUGrRyWVlZiXA4bFEE2QOI62CapV50o6Ojgn5wQzY1NWF6elq8bgyJMQwDfX19mJqaQiqVgt/vl/W2CzK+Fxve682qER/NDPTwV1bC4/Hg2c1NZLNZUapYkEBX2NS5sJxLe5go76EVZ7tRVg4VpELGa2mvqVaMgJIhtn//fouXiuFda2trqKqqEkHH0A2n04mmpiYcOXIEoVBIqpRNT0/fpQyQKenwtD179sDn8+HatWuorKzEsWPHLKGNfG56MRiG7vf78eSTT0oeAfdqNptFV1eXzEF9fT26u7vxV3/1V2JYsogGlVkWyeKcU1CsrKwgk8lIgQq9hkQEua8YCkaUUAtmrpFm9PxMG3uA1YuvGS+PK+eptJd/18drpcI+7AoEw56y2awoxQSv+Gw81u12o6qqCslkEl1dXTh58iS++93vigKnlU9NY/q9eRyjJjStaNAsn8/jq1/9Kh588EG0tLRYjErSkQbRyDc179LNuTUSzly2q1ev4pFHHsHP/uzP4rXXXpMq2+9XEv1va/woZKthGHHTNGfu/PsJAKwY+wKAPzEM4z8BaADQDeDc+10vn89jeXlZ0gBoMNAroyu36twxrhu9IvTMUGmiscaQRsrB6upqXLx4UdpjbWxsYMeOHaL8tLa2SusS0pgGBNfX1zE+Po6WlhZL5UrNO+l1055Tfu7z+Syh8wCEZ3EPbWxsYGlpSQBsRj1QsdVeSPKL5eVlAWdp8BIcoeyk3NUhdQCknx6Ps/MI8gCGCWezWfm7s7NTWrlogJLPdodmkM/nJTc7HA7L3iWvJ68lWEXgkM/Dqs/5fKkw4tWrVzE+Pn4XOKZlJO9NOUVjjvRC/cTr9WJpaUkK3bBlDL3cXIPq6mrptzo7O4uvfe1r+MhHPoJPfepTOHDgAEzTRH9/vyjOlPvkL/l8Hm1tbeju7pb5pGHCYw3DQE1NDTo6OjA8PIxUKoWWlhZkMhnZI0NDQ+ju7pZ8Yy3/adDodC3TNMUjRBmrdTLN38lntWFtBznL6Rg8lvqeNmDLgZ/6+k7nVtsZrTtpWaLpkMdo3eeHGeXCt7UBS32PeqjWtzgvmr7s76jBn2KxFLkYDAYtoHgkEpFnSSaT0vGhrq5OwkH7+/st7WU4T3peGGKcTqfF1lhdXZWWPHrt9XNpT6iOkrQDVxzka1rfBWABybnumkZ4n2g0imPHjuG1114THa6lpUW81oZhiI1QLn/aPu7nsfxllPIt/q8y35kAHinz+Y99sPwvJ4s5FiziwRAXemEcDoeU0WaDYXveRbFYRF1dHf7pP/2nKBaLljwCwLqRaRCSYZD5kfkSwSLKQi8JjS4SM3vi0CNHoZROp+H3+1EoFMRgSyQS0u9GozvceLoSGrCFuJqmicnJSVy+fBmnTp2yKKcOx1Y7jKqqKgwODoqnjkKGP0Q3+T5a4d63b59sdFYS5GbgMzgcDqTTaSnPzXdgufeRkRHJ62HVXYfDgX/wD/4BXnnlFRiGgaWlJUQiEUuontvttig6rNxlZ6Z2D5EeWolnyCiNMxpV+t0pYHXIJI1LfW9tfPC4D2Kc6EJBRJO0d5wI8+HDhyWMi0YLvXv0sDY2NoqCyDCIcDgsv3XYhzZseB+iVuvr6zhx4gSeeuopUSJ9Ph9qa2vlme3KGelcDwIqwWBQvIm9vb0AtlDHqqoqUTy8Xq+EedFDT8OVxROoIFIRWFpaEq8z2wew7Hd9fT0OHz6Mbdu2icHL4hh6/umhIV3pNdRrZzdGNa8oZxyS1+hjNY3S2OL8k9/Yz9f30MYk54Fh9xS2R44ckZDhfD6PRx99FPF4HN/+9rcxPj4u+SUEfbSiRVr3+XyIx+OoqKhAKpVCMpm8K+yOoYfz8/M4c+aMeIVJF9pAYYsFoslEgumdpLdag1jcF+vr63j77beFL12/ft1SYfpDOP5astUwjC8DOImSYToJ4P8D4KRhGHvvnD+KUl9MmKZ53TCMPwdwA0AewD8zTfN94/IJhlZWVkphPA00MO2C80+Ff2lpSYw+etAoh7mOzC9jSoNhGJiZmcHm5mYpf355GY2NjRYAr6+vD1/96lcF3LMrnoVCwdLiRoeyc89qnqnBOWCrPQHD1vieOlJndXVVwsb5zpwrnXKh55AtCwBI7hTBVq1EUk/hfVdWVjA0NISWlhbp1Xxn7XFnXS3RBRUVFaisrJS5cDqdUpSI59mVXs4Hw8pZ1VR7LHXIM9NnKFsSiQTGxsYQi8VQU1ODyclJDAwMSLEXXsOuzGtvGvcxAaLFxUUsLy8jmUyKF5rzwzoUmm+QP3g8Hjk2l8vh5ZdfRj6fx4MPPoiJiQksLi7KGtnvX1FRgbq6OjQ0NAjP0uHC/N8wDNTW1uLKlStSD4Ayk/08KW/4ztRPtPFAnUKHS2oZr4+n7qP1CP38eg9wXbSsoV7X2dkpz6WBPD20bkT5y8gwTetan+Sx9kiwe+k0f51hfz59T7unT9/TrntqT3ltbS2eeuopSX8rFAoCauzcuVPyhQ8cOCA0T89jJBIRXYn6EdeFz1FVVYVoNIpisSj1CFihlnuNdKydExrAt4dl6/fSfI2gEmmc16TOSv7L+aC9QV5w+vRpvP322+jo6MD6+rqkG2ma1CDJ/cY9DUvTNH/xzu9TP+D6/9gHE5EZSgLA0qsS2Fqs+fl5CYV1uVxi/AQCAbTe6VFII5LMioq6tvxplOlQViIUZGDM8WN4KfMDWZ2Wi69jtnkdoho0khkyFIvFJPeJxKYRJM0waEDwbwrEy5cvo6+vD5FIRAiXcdUkPG0I2zcvAMkpYG4Jv+fc+Xw+8Rowlj2bzaKqqgoNDQ2YnZ0VJYGbnpsslUqJp5KVYSsrK1FXV4cdO3bgvffeQzabRUNDA7LZLADI2mvjmt5izbDtyrj+nMdxszIkVwsIPZf0eHO+NYqjhYEdZbIzfm148xwKc6JH2qNDQ4te+P379+PAgQNyPR4TDofxy7/8y/jzP/9z8TS0trbi8uXLUuyJKHkkEsHCwoIYFdojTybsdrtx4sQJtLe3o66uTtYoEAhYwllpvPI9NPprL9BCNJx0HAgEZC5dLhempqbQ1tYmtHjo0CGMjIxIFcf29nZBFCsrK8XYOXPmjPQYpYIZCATEiGTlQRqmxWKp4MjY2JiF7rUHTQvycoDAvYALvd6aFvWaalrU19U5khrYsivW9mtzr1NhpdLtdDrx8MMPyx6lktbV1YWf+7mfw2/+5m9KKD69N3Y+wuJcFKpaIPLe9rl68cUXcfjwYelJy+tqYazfg3uOoGEoFML4+LilsInb7RYEmH0Q29vb8d5772FzcxPt7e34MI6/rmw1TfOnynz8e/c5/v8A8H/8IPcoFAoYHx+XsD72Vp6dnbUovIZhSDEwn8+HTCYjQBLzeFjxlIoPC+etrKwglUpJGGokEkEqlcLCwgI6Ojok9MrpdEoLCsp6DfYQXKusrITP55M2YvZwOK2Yky9pJF9HvDB0jOAKoyoYIcX9oa/LBvdU3Gmo0ptJ3kea1vuKPEoDwrdv30ZfXx8aGxvvAkkoN6krcF9wjhcWFkS+U57r/C9tHGhQyOfzWfJoqSCzoIeOtuL8MEpqYmJC8gWZe0n5qOWend8Vi0XpW6zBWfImhvnSuGSep05NmJ2dxdzcHHK5nIBib775Jrq6ujA7O4sLFy4ID+Rc66r+ra2tCIVCUgWUAAAAeV+ns1RZFSh5eOigWF1dRXNzKdqcYDb1UJ3Xq/VGKuw6vFvrlqQhbUTxGA47aG3XMTjPwWBQoov4Tjp6gHy+UCiIJ1intWgdmjKd97eH1VKOa8PcPuy8/n6fcX/pe+gKv3Ts8Nm03mW/nt3483g8+Pmf/3kcO3bMEpFF/haNRgXgmJ+fBwB0d3dLCPj09DTy+VLtFerL3Ou8l8vlEo869VE6uTg3fF4d+cP1Ix8hgKLnl+drXVSnq3GQjngvfS4jIx0OB3bs2CG1Co4ePQqn0ynRXdyHVVVVWFxcFL37XuN9cywNw/AC+KcATqCEhr4B4LdN01y774k/psENTCtao9jDw8NStCSbzaKurg4jIyNoamqSzQ1AUEoSFY0jMjEyfBI3FSctYPksLBpTLBYxPj5uMQrITIi8EfXis9BDxlAPGrMs8etwONDS0iK9o9hzUAsnIowkBAofhn4Ui0VcuHABTU1NePbZZ0VosvCCYRgYGxtDdXW15I4A1vAHl8sl+YfvvPOOzCOT6Wtra5FMJrF//37s27dPhHQ2mxVF8M/+7M8sRjGvfenSJfEs+Xw+QQLJ3Bki63SWqlsSAeI80huczWalKAznhvOgFXDtpdbKNBGmlZUVQXY0g9WVsUhz5dBEzSjszI40pM/V96BiQmaoc4TIXDweDz72sY9JbrBm0Jubm6iursZP/dRP4eLFiyKoW1tbxTBjBeVYLIa3335b6FMPMh6/34/du3ejvr5eDEKGt1IZ08fTC6CND7vx5XA4hHERcec7ApBwxh07diCfz2NychLhcBihUAjV1dXY2NhANBpFMBhEXV0dBgcHMTMzg4aGBuzcuRO5XA4DAwNYXl5GfX09/H4/rly5gqqqKjz55JNoa2sTz0R3dzfeffddiwLANeKzayZdzrDUQt4OIti9luWO4eekAU13eu7KDbsSoMMPGTKcy+UwNDSEvXv3iheeSKbT6URHRwdu3Lgh+WB2j6ppmlIhjiCdzl8rVzGuWCy1rrh69Spqa2stXncqw+SNOj+Oyn8ulxP61t5hFkRg8+qPfvSjGB0dxbFjxzA/P49gMFh2nj4s48MsW7Wyw37E9EIyIgbYAtOYc04+73K5EAwGpeUU5SqVJCo3PJ8eUCoyVMg1QNXX14c33nhDDAsaGg888ACOHz8uHnHKG/JprajxO21A2hVzvYe0wrm5uSnyxTRN8egyXYFeCB2Cpw1PGmFU7rSXhTnt/M2cwJGREUSjUUkn0DKESjSNSm2EeDwehEIhSQeiIWUPpzXuRDjcvHkTTU1NljkhgMl3oHJMXaG5uRljY2NwuVyYmJjAwsKC8BLyDs2veG3DMCzhyqQje/gs5VVTU5MUA9Qyk4p0Pp8XYJlGu2EYWFhYkGgz9i7X+XDkMdXV1YjH41hcXJSoB/JaRpKRt3s8HomeoYeUIbyVlZWYmZnBnj17AGzltGueSFqiTrmwsGCJKLHrJjxH70tgC3DUAK19//KZCSJzr5FWtB5rNxpJH/awck3T3Af6ey3r9R4o9/te417f89oaEOK8ce4oozm4R3gcZZfH40FfXx/27t0r1+Q9SPM7duzAxYsXpRK22+0WeRcOh1FVVSU1RHRUgdvtRiwWQzabRVNTE6LRKLLZrKRVJRIJi4Gn51Cvv34vzq+db5ImC4UCurq6pK839UetS/BvymrSMj+rqKjA5z//eXg8HtTU1CCRSFj0f9orpN/7jQ9SvOePAGQB/Oad/38awP8A8OkPcO6PfMTjcczPz4uHh+FrTqcTjY2NSCQSopjMzc2JQs5QU6/Xi/HxcYRCISl6w4Vj6IuubqbzJ5ljQELWfSEnJiZw9epVMQ4Y1qFRPhIzQyioOGnkgYKCQrKmpgajo6Ooq6tDLBbDhQsX7kJ7mIemkRvOCxndpUuXsHfvXnR1dVkYQjqdRi6XQ3d3NwDg+vXr4s3ktZxOp1QR1WEH9F6xwlpTUxPq6uokXLmmpkbQRDvhc97eeOMNHDx4UEJbaWzwuXWBBMbFj42NiZJBZpjNZuH3++XccszNbuxpgUuPpTY0yXg1AqkZrz0EQzM7zfy14LAbm7w3P2eyv0a3yFhdLhe6u7uxfft2y/PpcAUWODh+/DjOnj2LYrGIcDgsdKvXzuv1Sm6UfiaOnTt3ivLByn/cDzrMTAs7LYDshiaNyoqKCqTTaUSj0VJe1x16CAQCkiRfKJRCwVdXVzE5OYnHHnsMGxsb0rB7bGwMbrcbfX19CAQCuH79OoaGhhC405KGCexLS0vo6OhAsViUCpTMPz148CC++tWvWpimPfTkXuuq50kbVuWMS/5wj2twQQMfdvq4H91qA5Sf8Tk2Njak8tt7772HCxcu4PDhw6K8u91u6Um4b98+3Lx58y6F0C7syL/47G1tbchkMtLjjkoLfzY3N6VwGD8jD9BFTUKhkChFOh87lUrJeSyEEg6H0dHRgZmZGfT19WF9fV08YO3t7eI9+RCPD61sNQwDoVAIDkcpb5feYwI6lFfc1zU1NVIhm+GXLEhTWVkpRfJoBDFFwuPxSN4zi3uxtRd5K3nT5z//ebhcLpw5cwaPP/44xsfHkU6n8eijj6Krq0sMOw47CKPpThs+2rtABJ+eQEYYUW7z+vQe0ENIXqhBKWDLkHA4HHeF03NQ/mvjqqKiAqFQCNeuXUN9fT06OjpECbSvk/a+8b0YjkqjRXt3gC2j2TBKxf4WFxctAKpdqeVz81qMRJqcnMTg4CDGx8cxNzdnUXi1l017YOzGkFao7QBuVVUVIpGIABtcP11Jm2lIACzGDr04w8PDsiZa5pGHsXAL9UOdY64jcfgOjzzyiFTMJJ3G43HU1tZKfQLKLL6zNuaAkhfR6XRKj0cNKtuBDj63na7KyQd9Hg0p6roEaflONIq0w4DynNfRlYg1z+ezkP/b9Rj9HvY9aH9mu/5abtivSd1ZgzOaxuzyit9zrzQ2NuKzn/2s9B3ldfh+2tHC6Ipt27ZJcU3yLu3lBEq54g5Hqbd7e3u71BphuDZzFkmbOl9Uy32tT2k+5nK5sHfvXkQiEbzyyisyP6FQCAcPHpR2cXba4L6g44mGJJ1N5F3bt2/H5uamBewgXZBmGfF5v/FBDMtdpmnuUP+/ahjGjQ9w3o9lBAIBCyqk0f19+/bh1q1bOHfuHOLxOBwOhyCo6+vrCIfDWFxcRGVlJVpbW1FfXy+LSNczr6k3HI1YXRmUSAhDZa5evYpUKiW5kCw0USgUJGRGh5CREVI48Dl0KA2fxe12o7GxEYFAQDxRDKvp6ekRz4TdsNRo1O3bt/HVr34V//Af/kPJLaDnlAZAOBxGY2OjXA/YClEsFkv9DTUjDwQC4o1lT65isSjHU1FkiCsbtbLy3+XLl8XrqxvOUrmZmppCIBCwlCCnwUuBwPwabnzSgl1o6VEOGdTClB4WDVoQvWJIA9eMa6rnWl+To9xz6ON4LAvU8Bk1qutwlCp86f6PZET0BHEN2KN1YmICtbW1UmGPtFwslkJBp6amhJloA8vlcmHfvn1iCLA4jA57sRsSfBcaqlwrorWkJe6d2tpaKbZVUVGBkZERDA0Nobm5GV1dXfLZ4cOHUVdXJ+vKoj+ks+PHj0sZ/UgkAq/XKy0q2GT89u3b2LZtG7Zv3y7P1NLSgng8juHh4XsKOL1+brfb8p72ddbKwv3Wudy5HBTmFOQa1Pigg+E6k5OTaGlpkXLnVJh1SHdDQwOqqqokzIt8yK5s0jND+mEkxcDAAAzDEOOSQntjYwMDAwNSWIf7mrxR55freSAtky/RqAyFQqivr8fs7KzQ1fDwMKanp3H58mU899xzmJyc/MBz9Lc0PrSylYblyMgITNOUWgTr6+sS+q7D++ippGITDofhcDhERrhcLsTjcTEoKU8J4KZSKbS1tUlrDSpdWjH0+/34yEc+gt7eXnR2dkrhE1Y21M9iB3dIbzoUn4Yiw221wky+ogFEHZXAPZnJZORZdQg55QHTTMgHdJ4fFU4q/fTk8fja2lpcvnwZo6Oj2LlzJ/x+v4W38Ld+X+5LNla3g2Q6x0rP1e3btzE+Pi4pBdr4tgPABACobJ45cwaFQkGAdc6PBh2pQ+lnLRf9Yb9fS0sLAoGAVPAnr+Ka2MFgghfUp5LJJGZmZu7KCSNNGkapYODGxgZSqRRqa2vluQho0MCgThkOh/GNb3wDO3bsgN/vRyKRQDwel9QgHfmmgV6718jpLPWG1aGcfBc7mKdpGdgCpcsdYwct0uk05ufn0dDQIBEsTK/SRrz2ovO6BHe4NtrLpveLHvY15G+93nqUA0857GC8Bg00OKGNSg34ahlMGnQ4HKipqUFTU5PFMOW1qTvOzc3B6XRi+/bt0tYwGo1K4Tt6shkJQO82jzEMA62trchms5idnRUAlVEJvG+5OaCs10Yiix6eOHECLpcLra2tUpiRLbfsoL6eU76/BsP0nuOcagCEgJXD4UBVVZWAjDt37rxrHfX4IIblu4ZhPGCa5tk7i3MEpQbMH4rxsY99DNevX5ekWk5QOByWdgXnz5+XnCqieQyxJKJKo5JoGIv/UPDoGGoaScw9AUoLxybz4+PjWFtbE0OTPai4QU1zq6m9DskAtkoU06jlJqJiFQwG5fkqKirQ3d2N4eFh2VAulwstLS1llSpNQAAkNpzMplgsYm5uTnLn6uvr4XA4MDExIYYemXuxWIoV14ZlZWUlUqkUVlZW0NfXJ7lrOtHdNE0JEebzVlZWIhQKSegeqwhqg3BgYAButxsLCwvC9KnI6E2oK67Z0Sw9D1wz7dnRTJsbUBuIFJaaeek+T+WYvL7P/YZmhLwGEUPSBxmTRpwOHz4MYEuY2AEEKj1AqX3K7OwsVldXJUeTIEuxWERNTQ1GRkZEEGrktrq6Gu3t7VLJkTTAudBIMM/XnvqKigrxaBCZ18YvPVBzc6WuCcFgUNpF5PN5NDc3i/GZz+cxPDyMQqGApqYmQQK5T2ZmZtDb24vZ2VnJhRkbGxOl6ebNm1heXsaNGzcQCoXQ3Nws+2zHjh2yn3QOj0a8DcOQBH+uz73QWU0XdtrQ82SnIe0t5LEauLCDIJre9eDx+XweN27ckH1Krw9DdIBSxIXux2fPGdYCm89OwZpIJMTroSMZdCW527dvY3R0VEA1FmbiNfV8870cDgcWFxfFY0khzjDesbExmKYpCl1/fz9WV1cxOjpa1sPzIRsfWtnqcrkQjUYxPj5uKZijFWBgC4BLJpPSroNGlpaTBLfS6bQYB+xVyyqgq6urAjrqCBkdUlhbWyu9eEkvNBrIk+yheDqsmjKVNJTP5yXyhceStpk7yvYQfCcagGxzRj7NkEheX9cu0GGrBCOZssFzqUtwzzc2NmJgYEBkXjAYtMgrXpPPTtnOZ9SKvObPGhACSrxhdnYW7777LlpaWiwgKfUDHVJMcB4oeWh0iKWO8OCwe8G0p5cGOz3Zet2CwSB2796NyspK6WFLuUyepWW7pk8CI/Qqck3s6SSmaaKurg4bGxuYm5tDT0+PvIvT6ZQUKfL+bdu2CY1ybgj2tre34/LlyzK3TEfiMTSGqf/Rk2h3MHD/acOxHN/X+kI5g03rg4wM4D7jM9uLA2qwwTRNS90Kzq8O9eYacGhvMIdd/7mf0awNIzs9UEbQ8ONetRuYXBeus31OKioq8MADDyAUCsk1OA96HQ4fPoylpSUplplOp9HS0oLV1VUEAgGp30Ba8fv9EoHl8XgwOTkJr9crRUI5L3qutU7Bwf1CXcvj8WBhYQFPPPEEjh8/LgVC9+/fL+ey5gnvQTrXDgJ7CoqW55rG7F5oh8Nh4ZGmaUo9mnuND2JYHgDwtmEY43f+bwEwYBjG1dI9zL4PcI0f2WhraxPkipPB6nKBQAChUMgSrupwOKQAQDKZRGVlJZqbm9HT0yNESw+dPQxOE0CxWBTUhyjd3NycoI8UdhR8OjRMX4eeQu2lpCDmPZeXl8U7urGxgbGxMXR0dOC9995DW1sbxsfH5b1v3ryJWCx2F6Oxu9YdjlKs9/DwMJqbm6W4wsDAABwOh1SgDYVC4tWll4ZNYlOpFIAtgUbDkvlqfH/e1+l0YmJiAm+99ZYlxKK3txcjIyNyLTZeZ98lwyhV8K2ursZLL72EbDaLWCyG+fl5yc3Rg4KeTF0rGnrDAFuKBL/nsaFQCL29vcJcaQTpe5DO7IpWOSTN/nz6bx36YP+OIAJLwZNRejweHDhwAIcOHZL34HUIWBDYYC4kCycNDQ2JUAdKjIje4ImJibsMcaBU7be6utriYSTDopFL2uI8svIj54/Pqb26DNXhPqLCwN5qROmvXbuGvr4+KdAQCoVQU1OD/v5+EXY7d+5ENpuVtkEdHR3o7OyEYRjo7u7G0tKSKIQM68hkMpa5PnToEF588UWZF70m/B0KhXD48GEJdbcPbRzqdbUjp7yHFpzlhKu+Do+719Bgiv1evObm5ia+8Y1v4OWXX5bz7F53Cje7UczrU9Gkd2ZgYEBCrJhWoKMb8vk8ZmZmcOHCBezevVs83gRJKPA1Qs77jIyMiAIKQHLsSN/5fF76wTEHzuv1Ip1O33OePiTjQytbGRYaDAYxOztr4WPLy8uWtgkrKytSCITecGBLkSE/yuVyWFpaknwvhubxbyqOrGKplUK7l8T+m0MbDFqB0/uPIBJgzWOmrNDgL69Jg44Ggy48R32C70KPJEEzO+BDXkPQjQYr2+pwz8RiMQFZWchPvw8Hn43vwX1L/sV9ZpdFVDoJLg4PDyORSCAajVo8jDSSya/JQ6LRqICU+rnsMpaDvEzveYKCdl5D+kmn0wJGGIYhxfxokLGoIUOVuY4ejwe7d+/G7du3xUOk9S4+r2GUPMOzs7MYHx+XCp6kfxYzoheZedvbt2+38Oa5uTnU1NRYoqwIJHAONTiTy+UkZ7Uc8GzXPcvNpx5cK+4Vri/1lmAwKAAJf/Sx2suuwWm9H/gsduBGy5xywIIdLLXThF3u2eWnlmWka+4vAhIEVHicBrs18Op2u7F//34cO3bMko6m9yiBg3379qG9vR2/+Zu/iYaGBrhcLiSTSamAb5qmROgw6oG6UKFQQDQaRSgUknaGBNF0lJPd4Ca/5HMdOXIEPT09krtLG4DReNxHnANN39rRpits68gLrWfoNdYymHuBOh2j3+43Pohh+cQHOOaewzAMJ0oo7JRpmk8bhtEO4E8BRAFcBPCzpmluGIbhQSnn5ACARQCfNU1z9P2uz/h4TZxkgCwHTMWD7Sl0NcTa2locOnTIoljRk6k3ApkrF4pCiCglUUx6KOkp0mjVnfmQc7XRQmbN8ByiuvT0raysiAv++vXrOHLkCDKZDMbHx7Fnzx5cunQJDodD8lPsSJCdcVGIj4yM4NFHHxWEI5lMAtiqGsZ+kfX19RbGsbCwIBuEm9zr9YoS4vf7JeyJiMrS0hJeffVVKV0PlKqrtbW14datW3A4SqHK9fX1aGpqEi9qPp9He3s7VldXpVgAPZXcqNwkfEb2C+U8ch7uN3h+VVUVPvGJT4gnSw9ei2tNhajcdeyCrNywe6bsRi9QUuRY4Y+019TUhJ/+6Z8WQctrca11Pg9RdK0YBgIBMaocDof0b6TyohmN1+vFgQMH4PV6LQinRlG1MCXzpwKmhT+fkzRDI5XhRjxmenparn3gwAHs2bMHMzMzqKurw9jYGGZmZlBfX49AIIDvf//78Hq9mJ+fx+bmJvbs2SP7ZmJiAk6nE7W1tfD7/XjttdewsLAAl6vU640gDN+3paUF27dvl8baepBR+3w+tLS0YG5uTqrI2teO832vddf8Snsh+M52D6gOWbEjjZr+7Eaow+HAzp074XQ6cfXqVQtoQPDlXmHbdmNWC2oA4nnQx2xsbEgRDA3G8R1nZmZgmqYoz9zf+tr8TWQ8k8kITyfNFotFzM7OSj8w8lIqTTdu3JCw6g/x+GvJ1h/lYDilHWgib+X+1zwFKKWmUOkoFrdSQBgNQcORoBE9gxUVFdLE3el0ShGKcrxdh2hSbpKf8DjSFUPuqYgBVlnO/aJzngBIcSpel7yJMprGB+U9lUGdQ6l5JPmRLgjIHE7uBxZF4n7QTe3n5+eRyWQEfNFeWA4NCHGuqK/oz3k/Dbpubpb6ML755pt46KGHUFdXJ7LA5/NZ9j2VVILcHo8HyWTyLoPePnQ4akVFBVpaWuD3+zE1NYX5+XkpGsd1dbvdWF5ehsfjES91MBjE0aNH8dJLL2FxcRHRaBS7du2y1A9gcbd8Po+JiQmLwUl65bxx3UdHR6XmBg1Tn88nrXF0uolhGGhubsbMzIzoSSwOR+NBhzFqetR0zAgRXX0X2IoC0EbX++kuPNe+3vl8qcr+3Nwc6uvrpeAM6Zk0SplTTgewR+TY9R0t98s95/2eXRuP5WjHbtTyXRl6SgOZhrU+X4chk6YKhQKefPJJi2HEd9RRBlyPuro6/MIv/AK+853vwOv1SiqW2+0WOmOYK73wplnKM29vb5eaKGyDdvv2bYvstoNO/IyROXv37kVTUxOamprkWZn/qQEAbVjqOeP1ud8pUzW96doX2qjkvNGZUCgUBBjUhRbLjXsaloZhBEzTXDZNc+x+x9z36qXxSwBuAuBK/p8A/m/TNP/UMIzfBvAPAfzWnd8p0zS7DMP43J3jPvt+F29oaMDu3bvxxhtvWNzvLFfe0tIiqNHCwgKKxaLkJwKl8EA2PdXMGIAlrJKf07NHQaW9GmTUJFCiFxr543W4kFxwTdxkLKurqxLyRe+Pbii9a9cuXLx4USqo0t1OVEErrvcajAXX4S401lyuUmuBQCAAj8cjPabW19elXQgHN87evXvhdrsRDAalYi3f+7XXXpPCDg5HqXDLgw8+iLGxMaTTaRSLpaas9fX1aG1ttfS0c7vdmJqawsjIiOTMZTIZ7Nq1y1IBl+FRRJT9fn/ZKqecf422cZOGw2HE43FRWLTRpD3QDJfWw27Ql/ub/9uNAPvg83DtGYZcVVWFjo4O1NfXy/vqhuT0HjBvjSE3FJjj4+NSAlvPQSQSkXBSom/04rW2toryROWOSp+ujEjBxB/todRhmXw/euTr6urgcDgsjYkbGxtRKBSkUW8wGBTFdHx8HC+//DKqq6uF6SUSCczPz6Ourg4tLS2IRqPY3NxENpvF22+/jdXVVUxPTwtYYpqmRAPE43FhoidPnsTVq1ct5b/5TECpwvT4+Di2bduGK1euiHLIn3KooV53zq323GqkV4NP96Ktcnv6XgKrv78fkUhEvreH3upoCf2ZTtDne9jfR5dN13nRpAU+C2l5bm5O0g804s+UA22Mk16pvFGhJr/MZDKyt5n+wHnVUSoftvE3KFt/ZMPhcMietHvd7YYm+fHa2hpSqZQlPD2RSKClpQW5XA7T09MIBAKWCrCGUeo3SxBSV04nPWnDkrydwBWNPG34UImnx1wrnJThpD0Cu8yZJ/1NTU1JDQC+K6+r9yVlAWlOK2v2HDbycRq8/F57dKmDMGqooaEBiUQCq6urmJmZQVVVlaW3pl3pBiBgj91Q0zlUlHf6s2w2i5deegmxWEz4ML1CBI4ZrcRiN0tLS8JnFxcXLQAZ+Rj/1oWDOjs7JbdxdHT0Lq+lYRiorKxEJBJBd3c3pqensbq6Cq/Xi9OnT8Pj8YgXyOfzIRQKCVDJOX/jjTckT5bKMwflnsvlwq1bt3Dr1i1JCaEuwUgfXY1Wg4s8H4Dk1+3fv9/S+1EbljoEdWlpSdI6tN6qn0///UEASg3w6u8I7hLk4TF8T/JmHRXAd7LLHG20lHNW2OnRDpjbwVa7MWl/V62raeNW98C162jAlieUc8Hfhw8fRl9fnxiPXA89b/SCcl/H43E899xzOH/+vOyFdDoNwzDQ0NCA6elp0c3ozGBou9/vx+TkJNbW1uD3+6WolpaRmr/yx+ksVWiPxWLI5/OSukfeST7GYU/R0sa0dkjo/a/1E71Oeq00UEGAhjUS7jfu57F83jCMSwCeB3DRNM2VOzfrAHAKwGcA/HcAX7nXBQzDaALwFEo9tH7ZKD39IyhVvwOAPwTwaygZls/e+Rt3rvlfDMMwzPeBagzDsDQW5v/sYcbKSZwYKnFra2uora3FkSNHEAwGxUAgAklkwK7g0VjUZXr1IzJkiyG4NM6oZHOQmZA46FnVyrlGM9mXk737XC4X2tra8Pbbb+PWrVvi1qfXgB6gew0yECJ0AHDlyhUp987KVUSWqbgzdCebzYrA5qiurkZHR4dsUh1meOnSJZw9e9aykQ8dOgTTLIU5EoE6cuSIFHHgBuMmv3r1KlwuF86dOwcA2L9/v/Rn5NwRxeHGZZEgzRDLDb1RmPtFo56GAGmB88zKeOUEw73mXDNQzVTsAgLYQvMIOPC4iooKnDx5UorHsKogPTRLS0uyduyrxj5vm5ubCIfD6O/vR3t7u4SyASUlYs+ePbhw4YKAJ06nE6dOnbprjgBI+DNpjXNM1J10rMPWSJMEaICS52zHjh1YW1tDdXU1AMg1abgQ4GlpacHy8rK0k1ldXUUul8Py8jKqq6vR1tYm+RAzMzNYXl4WD8tDDz2E6elpnDt3DqlUChsbG+jv70c+n8dDDz2E9vZ2mKaJ3bt3Y//+/Thz5ozlfal0MG+nu7tbvO06z+h+SoBhGGhsbMTBgwfxzjvvIJVKyXXtht39hkYYNQqvkUget7GxgZmZGQs/sCsT2iDVQsa+5jqXmftO34/RFjyPIBuvZw8506CPNlj0fqVxoCMkmPtTKJT6cVZXV2N5eRkVFRV48MEHpcn6h3T8tWXrj3pQhtHDoQ007X2hQk0vI1CKZgmFQvB4PFIMhUZldXW1BWyit3JtbQ23bt2CaZoSSk2gi0o9aZsRRbovo/aME+3X53Jo0IbGHLBVgt/hKKWIXL9+3eKp4jvTmOV+Jw+yh7zSSNYyXSvHnAO7p0WDb4ZhWPgLQb7vfve7ovzagWPyShbg0c/ENSOv1l5X3p8hsbt377akX2hZvLa2hoqKCrz00kuSJ+vz+VBRUYGJiQnLOvC6nF96j1k9UyvHel0AwO/3w+VyoaqqCtPT00JnTqcTnZ2dyGazUsuirq5O5pLyh9FfulYAZSoN3YqKCrz33nvIZDLS5obvynfSRinPDwaDQguMCHK73Th06JAFmKXs1g4DANLKLRgMynvbjSy9tlwzzpPm2ZQF9v95PvP+fD6fzLXOS6aHjCCCli00tvmj16ecgWk3HPm8HPcC2O1Dz4M9LcM0TSlaw2sz3FPrSVqmUY979NFHLR5S7VBgFA33LkFYl8uFSCSCo0eP4vXXXwcAAdIZYUHvKe9FoIl6TDAYhMfjkVoB+p21nkeHVUVFBQ4ePIiqqiqRkUzf0UazHTQqByxwfngvrWfwfP6t6V+nOHHf53I51NTUlF0zPe5pWJqm+ahhGB8F8I8BHDcMIwwgD2AAwDcBfME0zdn7Xh34DQC/AoANxaIA0qZpUhOfBNB45+9GABN37p03DGPpzvEJfUHDMH4RwC8CpYQUp9OJkydPisfS4Sj1eqyurkZ1dbXk/JGJ0evhcDjw1FNPoa+vlMaSzWYlbp8ExhAYFv7hD0sUayZl38hE9kjcNFa1gmQ3iDRiRIWc12MoLxFfHYaWz+elkIDD4ZBmvUwu1gTHZ+WG4busr6/jxo0bSCaTqK2tFQ8B35mICatF6oq5FGShUEiO0z2lisUiksmkzJfL5cKDDz6IQCCAt956S3KhmpqacOTIEdTU1FiqTlLYDw8PS49MoJRfS8OJ92GFQKC0iWpra6XS6ftgFLLJ4vG4RQiQdnQ4lWEYUnSh3HU1behz+B2vy8FrlEOCKATZX6i7uxvbtm0ToWqvWEilg4oTkVefzycJ/FyThoYGKabicDhw+PBh3LhxA3v37kU2m0V3dzd27dol9Mv15rsQqaPngEJUI/ekQSp7FGI0hKqrq+UZeF53dzdGR0eRyWRw4cIFPPXUU5JT+b3vfU/yDBYXFxEKhRAOhyW0dXBwEFeuXEEymZSeUk8++STeeustMSQrKiqkAFBFRQXGx8fR3d0t73jq1ClcvnxZQvw4tFCqqqrCwYMHMTU1JXll5ZBazcCrq6vxj/7RP0JrayuuXbtmMSy1YsC5uV/EgRYKgLX4gz5G05Q22N4PbNFDn6ONYH6nn0Uj+xRo5De5XA5vvPEGtm/fLtEXFOIcpK/NzVLfQHq29HX1XIXDYUSjUZimia6uLjFWaOh82MbfkGz9kQ/O7ezsLIrFItxut4CdVITIb7xer0R5zMzMYGVlBV6vVwz+RCIhoJGmR8pC7sP6+noBCgiUacAkn8/fBdRqJYvXZw65jpzQCjP5KVNeKKtTqRQGBwcxOztrmQfel95C8joNQuvr2z1RfDZtZBAw5fvzmtqT4vV6MTk5ierqasRiMRw7dgxvvPGGpWemvj49Ksx3JjBn9wLZASVeo1Ao4OrVq4hGo3jsscfk2ZjaQo9MoVCQ6CPDKOUpMnyYhQapfGseyGtRRtBg5hrr96EizTVaW1vDkSNHkEql4HK5xGDUMonzyrnTRaDIN6jfEcAYGxuDw+FAa2urRE8wWoIGJulqYWFBdDsdkbWxsSFgPPVLeygmDW2uiWEYd+Wq2eWFliP2oQ2tcoN0zQgd7mHyYt5HPysNCu43grL26+ph11m07qN59g877LSrr0swgIYVP9cGFue9qqoK27dvF1qzyxE9H9rI4zxWV1dj3759uHz5MhwOh+QaMrSf16VeTgCMfURJw5wzux6o6TcYDOLAgQNiVOp8beoK+tn10N/Z5bTWsXgtfqfBA+pqBB0ASBRJVVWV8O17jfvmWJqm+S0A37rvFe4xDMN4GsC8aZoXDcM4+cNc4x7P9DsAfgcADhqGydBAVqPjIiaTSUxNTckkOJ1OxONxKYdeXV2Nbdu2obKyUlAnemmIqrEQxJ37SiVInfsHbC0elXNeSyNwdtRFC4Iy7ygExvNYltzr9aKxsREbGxsWpZdEUVFRgc7OTuzZswe///u/b2Fs3HQ6pnpkZEQ8BzSgGTZBQmTxACrPOheAjKiyslIS26lsaIQ5lUrJxj1w4ADa2trw6quvIpVKySZ+4oknJISZKBA33csvv4zJyUkEAgHk83k0NDTg4MGDEsrC9hlETYnqEcmk8aWRMD1olHk8HgQCAUueAZUU9lRkcjYLlOiNXc6w0Eq3XZjr8+yMRv+urKyU3MgnnngC2WwWCwsLMv867Imf2Z+lUCjlhE5NTSGXy6GpqUn6lNJb19XVhc9//vN46KGH8Md//Md49tlnJYdkaWnJEgLOOddMiTShKxXq6nl8NobVMkTE5/MhlUrJfqCXnkL/W9/6Furr6/Htb38bExMTiEajkieaTqdRUVGBeDyOd955B8PDw5Job5oment7cePGDbzyyitYWVkRxG1tbQ2Li4tYXFyE2+3GqVOnhNH29PTg4Ycfxre//W0RlHxHp9OJ+vp6eL1eNDQ0oKurC1euXBHa1+GadjT5wQcfxK5du4TmyxmC/G1Hhu1DCyf7+ZqutKeCx9AILSeAKKTvNThH93pOreDbh2maOH/+PJ555hnE43GJBNDoK7CFHicSCUs/Sj2vPJbl3QcHBzExMYH9+/ejvr5e+NWHcfx1ZOuPYzidTksTeA1+Ata15fo1NzejoaEBt2/flurOTN/Q0USFQgGpVArhcFiUssXFRTQ0NMA0TdTW1gq4qEFbyhINwnFv2kE60gdlWzn+T/CUfCubzWJmZga3b9+Wd9Z94fgZYPWa63w64O6CJ+TJei/yh8fxvfTz6X0UCoUQjUYRDoexa9cuvPnmm5Y8PM5BMBhEV1cXMpmMgMAc1AN4D3u4O4+Zn5/H9+/krT/66KPitaVBSV5OwyyTyUgNgEgkIsfT4OKaUKnV+tPMzIwFCOZvVl1dX18XubO+vo66ujox4KjL6Kge0gkA1NTUWEKcNRja29sLl6vUE5X8jFEUBCIoQ/X6njlzBidOnIDP58Py8jL8fj8qKysxPz+PfD6P2tpaqRRP2tT8lEYK/9Y9MvUa8J7vZ1jaaUUfS0OH0Uybm5uWvuBaLmhdg/oOdRy9/z4IEGnXfco9/w9iaNoNS+4XhsOSNjWoYAddi8VS/q3ODbQb8ZTv1OF1TQl+7vP5ZG7W1tZQV1eHmpoaTE5Ois5Dzy+LeoXDYaRSKSSTSTHqObTcJT9zuVw4cOAA3G63FEajTaHfUTuK9JzyfexRT1xHHW2iHRI6KkTThk7nq6ioQCQSed/6BR+keM8PO44D+NgdZNaLUo7lfwZQbRiGyyx5LZsATN05fgpAM4BJwzBcAEIoFfF53xGPx/HUU09hcnISk5OTSCaTOHPmDEZGRtDe3m5BBGKxGFpbW/ELv/ALiMfjALbCW6nw+nw+KRShDcpQKCSN4bXA0wambsegBYXevPZNSoGnUUQKI40wLC8vi+Bwu91S/ZKEzGv4/X709PSgqakJo6Ojlo3D43lPPofX60U4HMa1a9ckr4Ax1ZWVlZKDYBiGpXkqUBLQgUAAsVhM3ofCg2FDLKbT29uL3t5eAKV8qx07duDGjRs4fPgwDh06hGAwaFE2TdNEOp3G22+/jbW1NUQiEfh8PuzYsUM2YjAYlAbvREK5yblmunCA3owcPKexsVEKBQBbSjY9gwAkTFk3bS7HOMsZkeWOJU0A1jBIjYDxnGg0itraWskL6erqEnqjMc730QyMShCL4jQ0NGB9fR2jo6OIRCIyT/F4HJ2dnXA4HOjo6EA8HhePMj0T9FBT8JL++ZvrpwWjNggovJjPGQqFLAgqUBL+LO7Q2NiI9957D+fPn5c1yuVyWFxcxMjIiOQXsxH2kSNHUFVVhc7OTszNzeHatWvYt28fjh49ivn5eUxMTGBmZkYK+nR3dyMWi2FjY8NSAe2xxx7D+fPnpRcflQQyZPb027VrFyYnJ5FKpUTp0nk9fK+Ojg48+OCDYlzH43EpWsXjdMgK5+1eYbFaKJUDLviZDruzG4GaFn8QJYbrqXkXv9OIqn0fUHHNZDJSoEUb7tpAcLlcmJiYsIQ22ufCMEp5Lg0NDfD7/di7dy8Mw8D8/Lx4VP5+/ODD5XJh//79mJiYQD6ftxRX0Wg/90MgEEA8HseePXvQ2dmJVCqF1dVVhMNh5HI5qe48OzsLh8Mh/Z1DoRAGBwdRLJYKsQWDQakPQJlF+mLYP72GvL+dru3goQ7N5/PzHWj8rK6uYnJyUt5RV3un57NcPiefjTJR5xFqYFLLd22k8jPya8oZGk0sFGIYpfYZZ86cwfHjx3H9+nUkk0nLOvDvHTt2SE4mDUH7vuG9OXgNAqepVEranABbFby5DqZZKlBSXV0tngzm/BuGgYWFBSnoo4uhELDQaTu6tRqfiznYuVxOCqTxMxqZuqiI/V1WV1eRzWYtXhnyD6/Xi927d+Ps2bMWnsaKm1SsqZxz/VKpFL7//e/j4YcfligKpqPMzs5Kvj+LMAFbqQV8f55DMFjzvfulP9iNK72ONH7tgJtO23G73XcZVRqE5nla76I3+V73vpdxqGWR3isfZHxQecQ2RuXyLHku/6YHuqenR3Qpu16inS407hjpSMeUYRiIRCJoaGhAOp2WIpn2OeQzs5NDbW0tZmZmhB75PedHvy//3717t3iYWRhIO4ns+hXPt8tbzad0JXUAlmfW3ko7gEDbCCj1ldXpU/caP7LqBqZp/q+maTaZptkG4HMAXjFN82cAvArguTuHfQGlPBMAeOHO/7jz/SvmB6BI0ywVcYjFYlKeO5fLYX5+HhcuXMClS5eE+RC1fO655xAOhy0heyQcHVPPvltTU1Oorq6W0Ax7+Il2/RPV0AtPIUIDlQaDLkWtBQ0VV+3KdzgcktNHQmADV+2RLBaLgnJ0d3dbwnHtQtc0TUxPTwvRUaleWlqSdisOh0PyYngdjXgQ2WlsbLTEgGsFOZ/PY8+ePXj22Wdx4sQJaejKlhnhcBinTp1CbW2tzJ022F944QWMjo4Ks25ra8O2bdtkjurr67GxsYHZ2VkMDQ3dhbbU1dXdteHKMUWiTJxfXZGQCBU9u8ViUQx7Dm00atCg3ObXzND+LHqN9FwaRik0rVAo5bsuLy8jnU7jvffew+LiohQvcDqd6O/vh2mawkiZjxIIBPDYY4/hc5/7HDo7O1FdXS10SSbK1i4PPvigzKX2NNI7Tdqm4U164XHaM8nn1/ukUChI8QeXy2VR/s6fP48XXngBN27cwOzsLBYWFuBwOMRLuHfvXjz22GM4dOgQNjY2JAyvoaEBNTU1MIySR6GiokJQ5EKhgPr6erS0tODAgQPw+XyoqanB/v37ceLECYsySC/ByZMnpYAMhVB3dzdaW1tl3ZgzSWW5HMJaU1OD5557DvX19dLXk03ktYJuN8q08LDvY96L60wQRHsm7AqkPoffaQXXLtjLKTFaudbCTL+zfs5y/Id5wPxcv6M2GBYXF5HL5Sz7QT+PYRior6+H0+lEW1ubVP5OJpP3VdT+frz/qKmpwalTp6TfG+mEMoU0wJAw8g1W5CTfoTxJpVKieK+uriIYDGJqakqKOVVUVKChoQH19fVibGj5qCuqasOSfEYrXlSM8/n8XfULNH0uLS1hfHwc09PTWF5eFuNR83/KaYKkWl4DW1UqgS3QmPfhHNFrSiNU98QkqKnbQfDezPfPZDLw+/144YUXkM1mJVpHg3imWSpGdv36dYkm0ftf6yQ679AeMcBrMUVBrzf1oqWlJSwtLWFzcxPBYBBVVVXweDwIhUIIBoNihDLNBigVxWOfW9M0JVcdsMpjyphCoYBsNotMJoONjQ20tLRI3i2dARrk12HFw8PD0subn/PYqqoq5PN5iYTgWnk8HpHxek54XiaTkR7oiURC8vzdbjfq6uqkB7CeY+204HzTIF5ZWZEOBXqd7Dmh5WSKfdgNOdIno50oq7lv7DKFegbpkTJdF6bj8R/UuLQbeeWMofuNcnJQ8396rqlzMnSZg7pIZWUlamtr8dBDD1megdey63D8jDqovUjOrl27JBJDyzjOPavuElxjIax3331X5pZrxWfX79XV1YX6+noYxlY4tzZItROCz0w+UG7+ybuYYscweh6njUrtHGDkGQEnl8uF2tpaAYTuN+5pWBqG8S3DMNrue/YPN/4tSoV8hlDKofy9O5//HoDonc9/GcD/8kEvuLm5KbH0uVxOKoFtbm5icHBQXNJutxvHjx+X8IpkMomBgQFJ4Ce6xkWIRCJYWVnBX/7lX0pCdjk0HrAuriZu+/B4PJYNYBdQgUBA8gY1c1pbW5N8IzK/np4eS2gDUDJCn3zySfFakgmTeKl8kvBGR0clkfzpp59Gb2+v5DbR4NSeBCLGJESXy4VgMIjOzk5LCAnDkslU6+rqEI/HpYgMmd25c+dQKBTQ1tYmrTN0Ofdr167hD/7gD+SeNCTr6uqEaTc0NFhCIbiByOSbmposjJPrpTci11+XVufacB50bgQAQVI1c7OHJ9jvwXtrQW1n1JrR8G9uePaA8/l8qKurkx6jVVVVGB0dxfDwMM6ePYvR0VFcvnwZMzMz+PKXv4yvfOUr+MY3viFhwpOTk3jjjTdw7do1eSd6R5njFI1GhemyKiANIG3AkHb1+5B2tfDXTF17IDQQwzExMYHFxUWsr6/jzTffxPz8vDwbc45v376NxcVFHD9+HHv37sX+/fvR2NgIn88nXmoi3tevX8fIyAimpqawsrKC69evS+jtuXPncO7cOan0ptektbUVra2taGlpQSgUQiwWw/bt2yWXl+E4u3btwoMPPigVMTWg43A4sG/fPjQ3N4tSCQAPP/ywJP/b6cGu2NhpTNNLRUUFenp6cPr0aTzyyCM4cuSIxZtMYIDzzs8AWJRPu8KigTM7aKLzm/SwK9blRrFYlHYu+tp2une5XGhtbRXDmffTig7D5aanp0XZJfizsLBQ9v5/2+NHKFv/xobX60UsFoPH45HIHbs3g7RExT8WiwkPJ11WVlbC7/fLNZmnaRgGlpeXMTc3J0ZlKBRCT0+P8HbSJT1ijLqwD63c6bBD7Y1YXV0VHkXa5LMPDg5KxXj7nuH55cJbtUy1Gzg8XntYaRxruaJlMWW8vgb5xdjYGJqbm5HJZHDt2jXs3btX7stwPcq8wcFB3Lhx4679ZzcQyu1dehcB4Pr160in06JY69ZC58+fRzAYlF7XrLLNgio0Mg3DsFQnZ8XZ6upqrKysSMqNBqm04ZjJZJBIJLCwsICFhQXR1ex8jLzR7XZjYmICFy9elPBU3pu0s337dszNzYkHiTRRXV0tBlUsFrPoSoZR8vrt3LkThmFgdHQUyWQSmUwG+XypUjlbdnHt7gXsUfZls1kBE++1VnawT3/PodfRDgAVi0V0dHSgpqZG9JhyRa/0tXhtFmuxDw0U2sGLcnT1foak/T21DLb/aPlC+V5OZ+Jvgu0PPPAAtm/fbpknHarNiBjKGt3qj7yH7xEIBLB7924xttg2ic9B+l1ZWcHCwoJEa1DPts+T/rtYLKKvr094oi6iyHfXPEnzOvs1OWfkPYy8sHv4eV87TWlPLFPvaEy/X5rJ/UJh/wDAS4Zh/CGA/69pmvfP1rzPME3z+wC+f+fv2wAOlzlmDcCnf9BrX79+HbOzs5icnJRYfBYUoSLldDpRV1eH7u5u5HI5nD9/XmL4JyYm8HM/93OWfIVMJiNhp4cOHcLs7Oxd1Q7tSAoRLy46j7nzbpKXZ5pbnj4iCUTI2JCafR6pwDE/sbKyEtlsVhjgM888g7a2Nrz88ss4f/48ampqEA6HMTY2Jr0gQ6EQEomEhQnr4i6ZTAavv/46nn76afj9fpw+fRrvvvuueHs8Ho8lpIaIKwmvqqpKDEYm2TMEg6ElFNIUFvTAPvDAAzh79iyMO16HQqEggiwWiyGTyeDXfu3XkEqlpEeUy+WSinAa+QmHw1haWrIoEwwh0u0wdAsRvZG4tszJpDGnFRl6vCloiUzxGcopC7w2AMsakC7sTLecB5PzRe8wQzQMw0AikUBNTQ2mpqYwMzODmZkZuefk5KQglRQy+/btw9TUFAqFAi5cuIDNzU1MTEzA7/dLuLI2iGggkpFxXrRXWBsumu7LGc96vywvL2NlZUXmLpfLSUjZjRs3MDAwgHg8jmKxFGLOxuyZTAbJZBJzc3Nobm5GLBaTcF22/2CIzOLiImZnZ1EoFKSoVzAYRCwWExp49913kclksHfvXhHANGyam5vx+OOPY3l5WXJCw+GwoHhc88rKSuzevRt1dXWS68c2AX6/H3V1dSLY6f3fvXs3HnvsMXz961+35GCVm0fSC+eK60Ng5/jx42htbUUwGBQDeWRkROiBoAzpgJ/ZFWVNe1r46LxRwIqqa0NXH2NX+DUdMLeKRgevQeWV88E2KSw4RdrXgvzKlStIp9NYXl5GOBxGVVUVgsFgWaXoQzL+xmTrj2p4PB7JXaWxo3mr3vtLS0ui+Pf19aGqqkpCy6mABINBFIulnFkqKzT8NzY2UF1djfb2dkH3NW0S1CPgaB/kbzS07F4ZAJbe0lo3oOzlMdoA0UU4tGLL8xlaqb/TkTacL+0R0IAn35PXZHE8zQMWFhawuLiIa9eu4fjx4wgGg7h27Rqqq6tRVVUlCh/B43w+L15LKsh6vJ9hyc8qKiowMjKC9957T3pKAyWvIwApZBSLxaTVFUE/oFQ40O/3Sy48vZbM0Sefp46jPSiMnHK5XNKGplAo4OjRo5YQZX0832tubg5nz561FC7kfTY3N9HZ2Yl4PI4LFy5YImk8Ho/QHgs/6nU1jFIo8kc/+lHk83kMDQ0hk8lIdVtWsM1ms/I8dtrgnFPXXF5elsgte2jhvUA5rhOH1kft9/F4PNizZw9OnDiB2tpaWQOtn5CXUiZpo4Pt7soNu8GrwfJye/R+w3485+9+wCSNHYbDcq/q+2vQ9ZlnnhHvMPd3Of2L92QxTPZOtUcDbWxsIJ1OS2g3DU/WaKFhmU6n0dLSgkQiIbKLz6nfhSMajaKnp0eOIShjl9k6zUZfUwMhgNWAJpBPfY3vaweDtVFJfYGABGvWsOPDvcb9qsL+hWEYLwL4fwO4YBjG/wBQVN//p/te+cc0/tk/+2diQXNBWUQmEAhIwi57r1y5cgW5XA7V1dUIBAKi8HGxSDAMPQmFQvipn/opCQmxoycALEaILnHNxeDQQkYr3KzUyRwCuqD1+xSLRcnzdDgcEoJy6tQpHDt2DG+//TZisRgWFxelFHt9fT327NmD733veyLwdPU0CtZ33nkHTz31lPS/DAaDlhwGhgPQy2gYJRe9z+dDOByWnpMMTeD8MMSHRW4oMIAS83jggQdw7do1MUJpLLKC2X/4D/8B169fF6HmcDiQzWYRjUaxvLwMwzDEIKqrq8Pk5ORdCDIA8e6x0p99/QCI4GA/QyoHupehVhB0tTnej8zFLrTvhS7qcS/PJg1Koq4sokSFqLq6GvPz80in09i7d6+0BhgYGBBDxel0CpDyzjvvIBgM4urVq/D7/dLrldV2GdKj54nvQ7olyqcVfBrj2njgudrg1gpqJpORECp6FTjvBw8eRKFQwPz8vORdZbNZJBIJRCIRCW9ubm4WRWNychKrq6s4e/asGKGbm5vo7u7G8ePHAUAaYTPUam5uTkInE4kEenp6RJHh+bFYDNXV1RbBS0VI56A4nU40Njaivr4eKysrmJiYEG98Q0MDgK02A+QVhw4dwne+8x1LqLmee/tc2hHcfD6PcDgsYWsOR6mAxs/8zM8gmUzipZdewvXr1y0gCFBSGrQhqcOAy6GX/M331r0AuZ9paHPN9XPzfM4hc1JZYVHvVwAC0kWjUfj9fiSTSYnk0MBdsVhEf38//H4/ent7sbCwgNu3b0uEyYdx/CTIVvK0uro6NDY2YmlpqazCyL28d+9etLW1SfXDZDIpxgYVP/LH5uZmqaJI47+5uVm8Qey3pxUdKkeahwBb+0TnSAF3h91T/mnDkJ/pyrS6aJumHy0v7HuD9+bf2rDls/Fz3oty0t6GjGG7VJTZZ3d4eBhPPPEE+vr6cP78eVy8eBHbtm2D3+/HW2+9ZQEbOVcECcvtaQ4djaTni0BSJpORuaDeQUM/m80iGAxKVebZ2VkEg0FJy2CrBd6f0UtMgZicnLQUM9LgEnUtNmSPxWIIhUJIp9NSRI+0QSV7c3MT165dw8TEhEXO8L2DwaDkYDPUmqBtTU2NFB5ihJOmC4ejFM3U1dWFZDIp4d0M7aaOxNBe/V6cW9Ib6YI1C8oZlvdaI15Lywtez+7I6Orqkur7usIy30dfm8+rPWG6rc699Ba7fNL7wn7Mvc79QYY2GovFUm9Qesa1UQRAQjc/+tGPivy1e5Aph+mJMwxDgDSmg7FwDnkHAMkdp35Oo5XzSJlGAIZ503q+CIKRNhjZ1NTUJHRJT6XmPVwnfqejozg3Wl+lzqpBM86fjhiyrwf3FnVbl8sluvn7rd37Fe/ZALACwINSy5AfDIr4MYyhoaG7YqRp5evf3CTj4+MASszrl37pl+D3+y2bluGOxWJRWgEwf0Rb9vahEX0KkFwuJwYAGTKvzYXh9Vg0CNjqycMQXi4uvYNVVVXyHnT3Hz58GIlEQjYFvzt69CjeeustC1PTRgI3EvNchoeHsbGxIX04vV6vGBp8Dq/XKz3JmCfGvENuUDJuVhOlkUnDlkTL8vI0yKurq+HxePBXf/VX+OY3vykFVYg+cUMyLJOhNGxGyw2nE5ODwaBUPZ2cnLQgVhxutxs1NTUi1DT6Q7oifRQKBYnbv337NiKRCJaXl0V514rLvZQRjnttUMMwJEyGwoD9CCnsDcOQBrpESo8dO4bvfve7lt5zQCkfQYd+3rp1CydOnIBhlPI2M5kM5ubmEIvFBG3W6DYHlTOuI+dJe/PtBiQZrc77oPept7dXksG5vwAglUqhrq5OFNRIJCLhXzdv3pRnunnzJlwulxSaYIXoyspK1NfXY35+HktLS3j55Zexfft2NDY2IpFIYH19HYuLi0ilUmhoaMD+/fsFBCJIRKWPlfEYJs/14N4lY6Yy5HCUqjPu2rXLQjdauExNTaG2thaxWAw9PT0YGBiwgFCAtdo0+QJ/M+ogGo2ioaFBPBV63gOBAD75yU/i8ccfx9LSkuylXC6HGzduoL+/H8lk0uLVKGcQctj3DRUSbaBqhdquMGrFh57klpYWub7dw88CRzU1NcJPiART+ens7EQwGMTg4CCSySTq6+sFqHA6nbh27VrZ/fUhGB9q2cp1jMfjOHjwIIaGhiyRKlQ4gZIsZRssl8uFffv24etf/7p4+V0uF6anp1EsFtHY2Cgyi+vk9/tx9OhR1NTUSMsv0pgGrqjsci9yaM+QVixpoJEGKX+1h0sbTFTGWFyFfJzVYzUP0wquBhL13iA9k59oTy+vYS9uR68CgWVGXxEgPHDgAK5evYqVlRXJ96upqZH+kfY50efavSP2Pa4NGM4Zc6q0d2t5eRmpVAperxfJZBKNjY2Yn59HZWUlJicnpbcxUPL+FYtFjIyMCCDJwnc6wkkbt9TJfD4fWltbkc1m0dfXB5/Pd5eBxGc2TRO3bt0STyTpk+vPaJ2qqiqMjY1JESmCASzsQn5D3s9jSCfk3el0GouLixavJ8HJpqYmoSd7jQuuwfr6ukRPVVdXW3ruamO8nLHGddVrzTnR57e3tyMcDluAF86xfhb+r2tKMGxbGyI0aDXd61FO17EPu2zg8+hh1zv09fS+cji2wscDgYDlHtT9a2tr0dbWJnRiB5FoLOqIOgLHet9rnRCA6Km5XA6NjY3SHo2RiAAkH5gpAAQ/CH7ZwatQKIQDBw5YjEoNSJD3aBuEOjU9i9rw1ICW5tfafrGHims5riP3VldXEY1GBfDVrffKjXsaloZhPAHgP6FUVGe/aZofyrgiuxDiItDoyGQymJ2dlfyorq4uuFwu3Lx5E7/xG7+BL3zhC2hpaZGJpXEQDAYlr2xkZAThcFiuTaUF2Ko4R8OJibGMzSaDobHJRSSBcJF0eCyZGb2eExMTqK2tRWVlJRYXF1EoFKRyLTc4jVFtRKdSKTQ1NaGzs1OUcb0xSYC1tbViENbV1cHv98PpdFqqiPHdmeMXCATgcDjkfxrANLwYNsqWL7roAsMUi8UiAoGAhPSQ4N944w381m/9lvSjIwLLNU0kEiLwyPzq6uoQDAYt1di0B4Zx8fSWaObldDrFW1lbWyubRxsN3JhkwE5nqVgI1/Odd955Xw+JHWm3D72paTR8+tOfxuLiIs6cOQOPx4O5uTmsra1ZmE5jYyMmJydx9uxZtLa2ireStEe68nq9GB0dxaFDh3DixAkkk0mMjIwgkUhI71UyYXr99TwAsPRV0oyWw05bGpHTe5R5R+3t7QAglfQ4zyzYkk6nLXnI9fX1SKfTmJ2dhd/vR21tLW7cuIHKykpkMhnMz8+ju7sbe/bsESNqYWEBV69elT6gdXV1uHnzJjKZjHi7icppj5sWngyz5xprJm6nOW1QaeGrUWJWtaPBPDg4eBddaIQTsBYZoOJw4MABCetlbjSfX3sX6+rqZA97vV4cPXoUBw8exNLSEq5fv44rV65YvB52uqUSymegwNXvrBUXLby0YqNRWHtRFfJV3of7cv/+/RLNkM/nkUwmJcyPazo1NYWJiQnMz8+jra1Nok8+jOOvK1sNw2gG8EcA6gCYAH7HNM3/bBhGBMCfAWgDMArgM6ZppozSwvxnAB8FkAPw86Zpvvs+9wBQop2mpib4fD6RaxpELRaLiEajkv9HD0IgEBCggyGexWIRkUgES0tLEnbocrkQDocFKEylUgiFQgCs+WgEs/T/5VB2XpN7lx4Eyj19jlbIdKg/W5fxh+doHqbnSXsEKYc5fzrfUnsr+B5afyDdU9YxP8zv90uqSWtrK+LxOEZGRjA+Po65uTnJUddrQh57Lz59v6Gfk9elPsJe4PRMp9NpLC0tSWVgVtOn4rmxsYFEIiERSRUVFdK+jLUsNO/QxYi6urokBL6trc0CGBQKBQnT9Hq9GBwcxIsvvoilpSXLmlEGsRo9U6HYqB4oGWS9vb3w+Xxobm6G1+sVAIN0pD1ETJW6efMmnE4n5ubmkM/nMTc3hwcffNDiWSeNcL3pAdPzG4vFMDIyche//2EHjSjqMdrryPXUxpw2VHh/Ru7Zw3nvdT8NgNsBi3L79F57l895v+/1IB1QDyON0Ajq7u5GNBoFsJVHSXBEp0qw3zf3it/vR3V1tQA9s7OzIqvICxcXFzE5OYnR0VH4fD5LGD+LHjEa6tixY/irv/orsQFoZLIdDgAcPnwYnZ2dWF9fl+hAvW68tjYAaQzrOdV0r3kPP9PrptdWAxTasGWRyJ07d8LhKEWsMST+XuN+Hsv/F4BPm6Z5/X1X929x0AtnN5g0YTLEbmlpSZq+Hz16FE6nE9PT05JXRYKggeZwOBAIBISpU6nWrmsuGNFcNkzWoTtEp7gBqYyS0OlhoUAkekJDyuFwCOoRiUQkdJbX4uAcaE9VOp1GX18f+vv7LeGKGtEcGxvD6uqqGHns5xQMBiXh2O12i1dwfHxcigyxOijnXntmBwYGxIOkiz1wmKYpG4jNhr/xjW/gS1/6kuRLcq7ZU9QwtvIKTdOUsuJsHUGDRQtY0zSlkNCOHTuQz+elhQSwpXg3NzdL6K8GK7TiAECMkJ6eHnR3d+PLX/6yRenXirZm4JwXPeyeHsMotaVwOktFcrZt24bFxUVcvXpVvGy3bt1Ca2srcrkczp07h3A4jEceeURCgXReBBUV0zQxMzMDr9eLhYUFrK+vI51OY3p6WlDTTCaDyclJfOQjH8E777yDnp4eSx4hDXmtjGllS6Of+v20cKYASKfT6OjokEqI8/PzFs8ZQYjW1lZUV1cjm82is7MTV65cQT6fRzAYxK1bt+B0OrFv3z4YhiE5pTt27JCcJQByn9nZWfz5n/+5KJx+vx+tra1wu92Yn59HIpHARz7yEYs3QiPW9ApXVVWJ0LCHspEh65AnO+BQLJZCeJaXl5HNZtHV1SWtgex5uJrfkK48Hg8eeugh9Pb2Sk55IBAQBYa0RuWOc24YWwVVGCpaUVGBhx56CK2trXj++ect+WraQ6mNZX6uS6DrfVJuz/AcnTNCgEd7gwgkkY+xGNnY2BiWl5exvr4ulUQrKipQVVWFmZkZUQCYK6VBnA/h+OvK1jyAf22a5ruGYQQBXDQM42UAPw/ge6Zp/rphGP8LSgXw/i2AJwF03/k5AuC37vy+7+CeJe81za3qwzpSobGxUUKWBwYG8MorrwgyT7CVRiGVN0YohMNhbN++HQ0NDaisrBSwRfNwri3pQvdf08AyBw1Cgr3cEzqviL/tUQEs7889QMRey5NyoAnBRp4HQHQArdxpxU/LSvJ7ei8ZOuz3+1FfX4+uri5RIFtaWjAyMiLHsq2H5sE6xE/vww8ytPzSFTFNs5S+8M4772B+fh4bGxvw+/1YXFxEY2MjZmdnxSim14g6E3uDUjciQKGfi9+Rx8ViMeFpVVVVALaazpP2CoVShfRvfOMbmJ2dFXrTUUM1NTUCos3MzGBxcdGiOHd1daGlpQU1NTVSMZbvz2Oomw0MDGB6ehp1dXXIZrO4evUqDKOUc9fc3Ixdu3ZhaGgIwBYYz+8p/3hv6o2aZrSC/0FHOT7HUGTtpdNGpfaa6fWmzKKThXR/P/rR59wLlCz3md5H+h3sHt778XHq15T33EtsdXTo0CGLN4/vtbKyIiBsoVAQLzqBjYmJCUl/A2Dpc7+5uYmlpSWcPn0a3//+9zE6OgrTNNHe3i4edYJwfr8fU1NTaGpqQktLC27cuAFgK/qPdFVdXY3jx4+XXX87SEHASRf61DyGdEfdhPvMHmGl10DrqzpqD4DksTY3N8MwSqkKdDzca9wvx/LB+575IRl2A4BEpBVaTnyhUMDMzIzk/J08eRLxeFyEB5VoeiZIcO3t7aLU6MnnMTo3jEgF76u9E1rZ4WLTYNO5jzyXDIjtGGKxmKAOLHpBgtFoqRaq169fR09Pj6VRsBZw+Xwe09PT+O53v4vPfvaziMVi+OxnP4s//uM/luIapmlKTgGL6rCNQzAYtLj0tTAaGBjA448/Lp9pQ5yKgS688tJLL+GFF16wNMHmezGkwOfz4fbt25bwWb/fD5/PB7/fL5XetPeaQt80Tek72N/fj4WFBSkGwLVaWFgQhKtY3GpmTOUGKDGFdDqNSCQiXmStUHMe7IPvb/9OI5WmaSIYDOLnf/7nsba2Jh6Z7du348KFC1hZWcEbb7yBcDiMiooK1NTUYH5+HqOjo6ipqREkmGE2wBb4ApQE8+DgoBjH6XQaLlepJPfm5iZOnz6NcDgsxqumL/4mKKI/A7b6bmraJ53pUDOuSW9vrwiBdDptETTNzc0yX3y2RCIBp9OJ8fFxKV7B6qyk5e7ubng8HiSTSWHezPWiJ4T5iDt37pRnp/ffvne5pqRx3ocKiG6+zjXWXj+7wNVgBwDpv9rT04PJyUnL95qetOLY3d2N06dPSyiZ3+9HMBiUubbnXGilmBEDuthWsVjEtm3b8PDDD+O73/2u5b73Uii0IOL7lVPY9Rzo7wiacZ6pBHM/6rkKhUJSbXJ4eFjC7gOBANra2pDP59HY2Cj5pi6XC42NjVhdXcXXvva1ss//tzn+urLVNM0ZADN3/s4ahnETQCOAZwGcvHPYH6JUMO/f3vn8j8zSAp01DKPaMIz4neu879i5cyfi8TiGh4dF/lDhrq2tlTSDaDSKubk5vP7661heXuazWpR0HU7u8/mwf/9+HD9+XORwV1eXRU6RbihHKQcos6k0a4VJ6wF2QFArz/p7ykuPxwO/3y/PSxq3p5HwnnwGfsb9oPmkNkh5L84jP6eMA0p5lXwWYAuM4bk0uHgfrgefj8BWOUVSDw1qct40gBQIBFBfXy/rCABXr17Fq6++ipWVFYmC8Pl8ljD81dVV4be5XA7pdFq8XzrcV0cBkWdSrwoEAqJA07tDPkF+w1DEhYUFkfs6rBYo9Wvet28f3G43rl69itnZWZHr9MIeO3YMkUhE+upqzyLpnHMzMDCA1dVV1NXVweFwiFG/ubmJU6dOCUDO96KHqlgsWlJbNPBYXV0tQALX417ewXLDzq/pBQ0EAqIHEEwFIOCdvUWVBl5M0xQjyW7YcOjP+Azl9B49NA1qB839jrO/q/187U2n/HC73WhraxMdBtgC2Qm66nekt5N7jLqMlm3kBV6vV+iDxc2KxSJmZmawfft25PN5rKysSHRZVVUVwuEwDh8+jKWlJTFoWV8imUzi1KlT4lHX9KL1es3HWB+Dx2o9zO6l1DaSnl87SEa+SYNXzy9r1AAlQ5NFuu413i/H8kM/7G59TQDcUPpYusEvXboEl8uF6upqS5gYmRuvwyIXjOUGICFaXECG0JHxaeFFwaOLAujnJLqqUU4KBxqDGxsbOHbsmBClw+EQryI3ixYivNbq6ipqamrg9/vh9/vlXI2IGIaB9vZ2nDx5UhCa1tZW7N27F2NjY+JJJeN2uVxoaGgQZFnnP2pPb6FQQCgUQigUEkGpmTkFIZvdf/Ob38Q3v/lNS3EDYMvVzzApFoPo6OhAoVAQdLlQKEjoLtePjJRMk8poJpORkN9kMonq6mq0tLTIPan4EJkk6kvPM0vwO51OLC8vixLF+eT66qE3MO9DpqVp1O12Y3p6GpubmyLUi8WitKb43ve+h3Q6jfn5eTQ2NkohhZdeegnRaFRCR3l9O63xXoVCQYSg2+1GQ0MDPvnJT6KlpUUQ45WVFWlWrr1QutAABT8Fph1t5L2pGJIhE3EDIGXn+YxACeHOZDJIpVKIx+Pw+/3iLWUvykQiIcY+w1BY+ruxsVE8WLlcDqFQCH6/X1oorK+vS1+1qqoqJJNJmTcCRpopk6cAsPRii8Vi0uKCPEC/h6YDjRJyvxaLpUqZ0WgUR44cwdzcHK5fvy7zpoUD55ateUhTzAkrp0Bqjyufge/GHBIivfv378eNGzcwPz8vvErTKNeT99IAkaZvrbjzmamY0SNaKBQEHLMr+vb5Y9TI2toaFhYWhN8x9C4ajaKjowNTU1N46623pIjZ++WB/F0YRqltyT4A7wCoU8biLEqhskDJ6JxQp03e+cxiWBqG8YsAfhEoecVI8/v27cOhQ4cwMjIi68L9Xl9fL7TocpXaSnH+KWtZLZTGZyKREFDs6NGjaG9vl+tSQaQsBSCKIgFH0qGuqK7pxeFwWOSQjmrSvJY0SyXK6/XC7/dbit7wmhrB12BZoVCw3FuHDmr+q+9JXYOfazDKMEq5ekwfcTgcaGtrw8LCgsXLqXmUTjEhv2tpacG2bdsEQLV7azV4zf/5Pa+lDWYCuFVVVWhvb8fFixeRTCalcJjb7UYqlRIQEIBUxKZyzOJ+1FnswFmhUBD5zkgo8n3AGlbMueccaX3B4SiF63V3d+PAgQPwer24ePEiRkZGRM5wbVpaWrBjxw7U19cjGAzeBZRq+ZzNZnHlyhUpHsfaAPRM9fT0wOv1oq6uDtPT06KH8HpcG8ox0ojP55OCiRqc0/R8v2HXdQnG6qJ/2gDhnuI+0uHiGoBmmyG7DNOD3+vn1bKqnCGqvy+XPkSa0/Rpv6c+n5EOpmmiqalJ+qh+6lOfgsPhENBDV4AmLVGWkaboNGKUHQFPAlqMHMxkMlhfX0c2mxXPYS6Xw82bNwUooPMjEAggnU5jx44d+NrXvoaNjQ08+OCDiMViEtV36tQpkXF8R66V1pn5v3aG6MgxbVTaaUQbp9o+4f6hnqD3JHWi2tpaoQ+Px4PFxcW71kWPn3jDkhPKiSET0wqN9gBw5HI5XL16FQ0NDVLNTi+kHbVZWlqSXIFAIIBAIGBBM1hUgsQJbDFpoiR685K56TxJDgpKl8uFaDQqAlQXH+D9KWx0fDSZViaTQWVlJdLptIX56o1rGIaU16aAc7vd6OjoEKKnEOUcBgIB9PT0iILHDapzUwqFAp5++mmZD36uDRunc6slySuvvGLJa9CeZx5H45R5sjT4KFx1YSCtnOqQKBqBLL7T0NAgYAAVEDa/jcVi8u40qBKJhChS+Xze0nONQxtier455xS2NIy9Xi8aGxuRSqWkF2I0GpVn9vl8KBQKOHLkCOLxOF5//XVcuXJFUCOubyKRQLFYlKp5GhHkfNAbn8/nJQT4Ix/5CD7zmc9IeBI9PrlcTir7ceTzeaTTadkboVBIcmbtChTfkcKNtEBDj8elUilB3amUsFgWwYrh4WEJX45EIvD7/Uin05JHTe9rR0cHotEoFhcX0dDQgGAwKAV81tfX0dHRIV5dl8sl/WwBSH9bj8dj2SPck6RFn8+H+fl5DA0NoaGhAdXV1aisrBSlQaOf2tPA33aBkMlkpIdfb28v+vv7LUUG7F6HUCgkQI7mMzQwdfgynx2w9qEjn8zlcjLvXq8XzzzzDL74xS9a+nZp2tWCnpETFNJ8Nw1e2a/BPUa+p/e5Bi90DqfX60V1dbUYGuS3m5ubmJ6elmuOj49LkZlcLoeamhr8XR6GYQQA/CWAf2maZsamxJmGYfxACVumaf4OgN8BgAMHDpik92KxaAGsGA7OtV5dXcXi4iLS6bQlkoQ0SQAH2KIZwyhVFmclTgAW3kU5xkEwij1KtQeQdK7D1ewg1535sgAe3IMa8NRyks9EutRGmJ0/2AG19xv6PHq8+DffkQBYa2urRNdQUbatm/AWGoVra2t44IEH0N7eji9/+csWoErrG9rTquWEYZSK+vX390u13o2NDdy8eVPkI5VvRm15PB4pokY+uLq6Ku2saKho3qDlZEVFhbTtCIfDlpBUHdrHQd7INCXywUKhgJqaGhw6dAiBQAAzMzNiVGrD3+Fw4PTp02hsbBTjmDSvwW/O1eXLlzE+Po6KigqJGKJc27FjB7Zv3w632410Oi054PTm0sPEPFPyLxosbAvHNbkXQH2/oeUEnQQME7XrmMzvI81wPvhcur2PXbbfi5bv9byUB/fyTurxQd7Xfr9AIACn0yntiwqFAk6cOIGmpibJAea6k7/w3TT9c83J87TRzH3NCKtCoYCFhQWkUilks1lks1ns2LED6+vrEkZrGAZ8Ph8qKiqQTqfR3d2NWCyGkydP4umnn8alS5cwNjaGo0ePoqmpSWQuQWo7YMzPqZNxHrTn3w6Ek4cS0OWgfqLnW3sqyQtI3yxWxEi3VCp13zX6iTcs7ZPJ39q614SiDZGFhQVcuXIFe/fuRXd3910hLjx2ZWVFQjqIFmjEkpuPBWo0OsgCPkQVdX4In02/AxUrInvxeBwnTpzAysqKNCjltTWCyXfVhQvoaVxdXZViKMCWR4b/T01NIZfLWXo4UnFdXl7G/Py8MAUyoG3btuHatWti0NFtr/MbuBnsVbU4XxQCzJ/QwADfkffVSjMruHE+GZqgDTbNTLlRGMLIYkE0SIrFohgFVVVV4i22hwrQMFtdXUUqlRIlQLde0IJT0yQ/b2howFNPPYV0Oi2hfDRM+A4MJdaKEAVsS0sLnnrqKbz66qsYHh6WJHUKA84Xk6t5Ht+b1VJ37dolXryGhgZ4vV5MTk5ic3MTy8vLePfdd/Hwww/ftd+oLNBTW19fj0gkYkG7tHJFoUWhT6OBHsWKigrMzMwITdB4KBaLaGpqwuXLl+F0OgX8MAwD2WwWqVQKyWQSo6OjAErJ+tu3b0d7e7v0w1xeXhZQZn5+XjzMyWQSN2/eRHd3t4SpsDjX3Nwc2traxHjRHnPSkt/vx9WrV3Hx4kVcu3YNbW1taG5uRjweh9vtFvRUK3M6PI2DfIDft7W1IRKJIBqNWqoXaxrq7u5GX1+f7FEAAvBwr+mwOr0X7ULbXrzE4XCIcXvlyhU5n/Snw/UBiGEwNzdnUYw1H6JCqMNbea+WlhaL8OP9NDDH59y9ezfefPNNi8EOlDzbhlHK0Z6cnEQkEsHOnTulINrf1WEYRgVKRuWXTNP8qzsfzxl3QlwNw4gDmL/z+RSAZnV6053P7js4/+vr6+js7MSBAwewtrYm4dtAiR9QyXjhhRfw5JNPorOzEzdu3LDQ4+rqKpqbm7G0tIRQKISOjg48+eSTEtYJQPi8BiL5HMx91HnNBCh4PEE6DXRp+aqNFGCrwvWd+bQg9+RhpH3uKS1LeJ5Wvu8FqHBQTnDwmjqctVAoIJvNSvuxqqoqbNu2Ta7LnFcCyDpkjWvC9Jrt27ejvr4eExMTFqWeslHzavIMvf9YLJDztXv3bvz+7/8+1tbWEAqFRC/h97x2Pl8q9Dc0NCShf1p34f31c+vnZ4s1vQY05PjO5C2ZTAaZTEYA7WAwiMOHDwtt3Lp1C8vLywgEAmJcut1uHDlyROQgn408TgMTQMkQe/XVV8WbzH65k5OTqKqqQnd3t3i2SKuFQqkwYnNzM0zTlB7DpDvNT+vr6zE0NCTzofnsD2JcOp1OxGIxNDU1AdiKvrKD+lwvHQpLvXdjYwNra2uSKlGOlvUz6e/LGY96vT/Iu9iBGX09/Tf1ZEb2sVWey+XC0aNHkc1mMTs7i6mpKQkfZbVinq+fXXtsNQ3wnvS0UwehzOW7+f1+jIyMYG5uDn6/XwqVhUIhyaX9F//iX6CrqwvNzc145ZVXEAqFcOrUKbkH5S0jJTm4ZizkRT1L6xgaTNZ6r/bSMu9W20J8b7vnEtjq4ctoQNM0JfLxfuMn3rDUm8W+ATTqyYWhUQmUJml2dlYqCWoFToeBsIIUW0pQoWKCLgmcpdJ1/Lz2WNKLRMNUN6O3IyPAltcnHo9jenpajKvV1VVRXrWQ5flUYmn4zM7OitGhQ3roMTty5AgaGhok7twwDOzatQubm5t47bXXEI1GpVouDaCKigrJrywWi+LCp1LJwgIARNDbFUYSNpWBct4ZMjtdCZDEns1mZaOtra1hcHBQjCwKaMAqKNfX16VaWEVFBc6ePSuMfnNzUwq0sKE2vYacu1AoJPdfW1uTIkOkN22w08AlYud2u9Ha2ore3l5ks1mEw2EJ59NouTbg+f7a2A6FQti+fTu+8pWvoLa2VvLLaEi53W6pcEtU0u12o7a2VgxB7otgMCjhRuxFOjk5icHBQTzwwAOWtSCdbWxsYGJiAplMRpQ7Cn0dYsM5YOsTnadKNL5QKEjZdsMwhGbY/2lsbAzV1dXYtWuX5B/QW86c2vr6etTW1sLlKlWBnZycREtLixj9FLbxeFw8GtPT09i/fz+cTieWlpawtLSE6elprK2t4R//439s8VASTKBy6fP5pL3C7OwsnE4nbty4gd7eXmzbtg2hUEjmkwYqaZnrYY+0KBaLqK6uRjQaxe7duzExMWHhC9xXbW1taGpqkjkFSsyfHg7SPpFwnUejr8d763wbruWzzz6L4eFhWQstoHh+ZWUljh8/Lvt6dHRUvufQwAz3Av+ORCLo6+uzAEDllA9+1tfXh3feeUf2CJVvhv2RHzU3NwuqymiTv2vDKAmN3wNw07T2vHwBwBcA/Pqd38+rz/9nwzD+FKWiPUvm++RXaiOpoqIC7e3tSCaTUjxpcXER6+vrmJubk0iCaDQqIBELRJFfhMNhqbTY3t6Oz372s2hvb7cAwAAsACJpjtEpNAp4vMPhkLB0yhB7hVTuHQ47WMjvWWVdV3QtNxcarNTh7OUiBPT5dtmuPQ5aqWd7EQLS9BK0trbKOfPz85YcOc4X9Q3KElbb3blzJ2ZmZiygrr63zh8lL+I7axnvcDjQ0NCASCQihd4aGxstfUfJ/2tqarCysiIygs+3uroqOfGcB/7NUN5wOIyGhgZLxA+fi3l0uoI3sGUUh8Nh7Nu3Dw0NDQIszc/Pw+Fw4IEHHsDly5eRSCQQDAZx+vRp4eME2Sh3tbLucDjQ39+P8fFx0WucTifi8TgGBgYQDodRX18vlc2dTidqa2sxMjIiwBc9vKygqyvDGoaBuro6VFZWSr6eHlpH5HzYjQ7D2CrM1tLSInUitA7EPUEZYfdi6Toh5K920EI/h31oA9L+OZ/h/bz599t7/F6DRZSLxWJRPP1NTU1Co3NzcyJLWWtE71/uN21s26P77GHnmUwG4+Pj0r+UNQAymQwuX76M+vp66ZWdyWTEO+x0OhGJRIRHLS8vY8eOHQiHw5b2M6Q9vhtBAQ0QaL7D59T7WOscPF6DxFx3ve+1zsN3ZvFQfW8CfPcbP/GGJbBl5dvDUwBrjLoOcSGjq6qqQkNDw10M1Y7ecNEpTBlmRUbj8/mEOLjA9FDY8wEASGinFjras0NjlKWvyTSALaXbLjBJ/NwANHLI3Ol9oSHldrtx4sQJ/JN/8k8EHeUGI6K3uVnqe9jd3S2tRVKplGwceri0UCJjKhaLgq5wsNCJ9tqSyIlYG4Yh860VUyq6MzMzaG9vlzyMjY0NfPe738X4+LgYxFqh4N9kSIZhIBKJIBQKoaWlBaurq8hkMuK11GXQGSqlESEycRrU2nDWxrF+fj6LVhB0mLAOv7GHJ9kZudPpRGdnJ/r6+nDlyhWMjo6ira0N9fX1WFpaQjwex6c+9SkcPXpUWnDY55PMgqEhrPJXLBYxODiI6elppNPpu4o3kDap1KdSKSkuZZqlMt26gBRDaphny/CgdDothmEulxMGPzs7CwCoq6vD6uoqjh49Kgary+WSarDNzc2IRqPo7e3FzMyMCGSfzycVbhmSwj6IfD/TNCX0iQWqaHB6vV7xtOiwds47w9ZWVlZQU1ODbdu2yfstLi7iL//yL3Hw4EHs379fcmpIO9zv9hAczm8mk0F9fT1OnDiBc+fOWcIPHQ4HduzYgT179lgEq46WIM1S8VhZWZHmzXw3AJaCJ/TMk549Hg/a2trQ3d2N69evW3gMBV5fXx+ee+45LC0t4datW+jo6MDs7CxyuZzQtvbOagWRPIj7SAtxO1qqj4lEIjh58iTeeustzM/PY21tDS0tLejo6JAQyatXr1pQZ11l+O/YOA7gZwFcNQzj0p3P/p8oGZR/bhjGPwQwBuAzd777FkqtRoZQajfyD97vBpR/LpdLvP7RaBTJZBKxWEzy9jSAqJvZc2+TR7JdTF9fHz7xiU8gFovd5SmjwqP5tgZeeDzL/ZOemBtJj5FWzuwGDK+j6axQKEgaB+9NuuP5LDZjV8TtxiH/pyzQugTfj942O2/X+asE5Nxut8j9fD4vxWqY06VD1+xRSLOzs+jq6kJHR8d9jQH9o0PgHI5SuzDtHbxx44bkLyeTSdTV1YkxxXljtXgCgax2q2Wklv1cR9ITc+opa/R6cK6pJzG0mvpJX1+fNHFniHUgEMDKygr6+vqwsbGB1157DadPn0Z7e7sUBdMectJboVDK415fX8df/uVfYnx8XKrYr62tIRAIoLa2Fi0tLYjH4xaArra2FlNTU7JmyWRSwEC7Um+apuRZ6oJq2kjTRqV98BqFQkHa6/X09FhyBjUv1tfSKRdaFpmmifn5+buAvnL3tv+vjTL7ueWuZ7+Gfdzr/toYAiAgcCQSgdvtRiKRQDqdxubmJmZmZtDV1YXV1VW89957FgCY+d9c90wmY+nPThpmdGAwGERVVZWkjtA7OT4+LoAsjVYCCF6vV6LU6CFvaGhAX1+f0LF2KGgwh7ohU3Qo6zVt6Hxve9SFLiBld+5oL6XmXQBEz6utrZWQXlZlfj+A4O+EYakZqp44vVl4nN5YFRUV2L9/vxQq4ObjxtDVy7jZcrmcTDgXjd4M7WECtoxX/tZGFXC3Acz78Z6GYaCmpkZaaLBBMJE/vg+VeBIQ/9Z5a1pJoxHA3o4aqcvn89J4mVX7dE5asViUZGRtGJEZ8vnpodB5XXxPbiKul2maUhWNG4ICk2WOq6qqxKD2+XzyPpWVlTh37hxefPFF+Hw+aUqvCZ/MjgaKYRhStImCg0JufX1dWs5sbGxYenlqxFkXGQqFQpiamhI6vBej9Pl86OzsFE8yUKpQqunWbojyf6105POlPqIPPvggdu7cKQ2fPR4P+vv7peqx9gLzWnpeyFQymQxWVlaExrdv3w6HwyFeavv6ERUeHx+XPmUMRSGQQAOM6PLKyoqETLtcLiSTSUQiEQwMDFj2hN6DxWIp5yqRSKCnpwejo6NiVKfTaYyNjYkxOTIygvr6etTV1UmBl2KxiKWlJaRSKaRSKQlJAoAdO3ZgaWkJ+Xwe2WwWNTU18Pl8GB8fx82bN7Fv3z5LXjQVAh0i0tzcLDmKXq8XmUwGXq8XKysraG5ulubeiUQCmUwG2WzWYtzaeQBD3Hbt2oV/9a/+FW7duoU333wTANDd3Y2Pf/zj4l22CwKG4Ws0kvuaVXG5J2lIcn/Rg0AhzRxqlkbXo1gs4vTp0+jr68Mf/uEfyjV6e3tx/fp1oWtNX+RPGkQhv9PPW84zqudp//796OnpQTKZFCSYLXTo5SBf1CDe37VhmuabAO6ljT1a5ngTwD/7Qe6hlX+du02DhnRO42d1dRUbGxvo7++XSs0suEPPV319PT72sY9JkRR62anw6NBXraACEAMjGAwKEPad73wHHR0d+NSnPiVFNXQaBLDl3SEdaSVVG61UwOn9u9cwDMPibbK3t7IrhuRnNBQ8Ho/FIOV7OhwOqexMOUxFlHLF5XJJER8NCmmQinv72LFj8jyMXtGVt7UnShsCWi4bhoHr16+L3uJ0loo1feITn8DLL7+MhYUFKXoWCoXgcrmQSCQQj8elwjNlKuU+sFU4RYcx06MHlHgdsCXzAAgoqUPlqbOFQiEcP37c0u+TijDnnO/LFJHe3l54vV5UVlYKqM514bywhdNXvvIV3L59GwCkiGMqlZJc/1gshsbGRplDRp/o0F3tzSPwb08BaGxsRCKRsPB1Ta920K3ccDhKqRqsqsvwTR0JReBPG+36Gb1eL1KplPR5JP/Wz0rebfcevp+RWO57bSCVey87uKnngnqddkDU1taiWCyKLGB14mKxKOAj9WPmDnLfj46O4s0338TnP/95oWtGaGWzWezcuVN6TtfX1yOfz4vsHxsbk9BXRh94vV4sLy8jFouJbCSAxTZL1JM0H6Lc5P+6NoZ9vghg2eeS/3Ou9DrbZavdFuF+XVlZkTx47dHUtFtu/MQblprJaLQesCKhnDiNpMfjcezdu1euw0XS19aLQWV9enoaCwsLEjJJBq8RAruSx+vSaKHg1YMGoTYKGc5IJsG+ktr41HlHmtCozNEYJQHxverq6rBnz567vDJ6vgKBAJ566ikMDw/j9ddfR1NTExwOB4aGhiRUhyF4NLp14Q87EspBoqZhFwwGxftHZtDQ0CAtTYhwk/Elk0k0Nzejv78fX/rSl5BOpyUUtNzQCLTL5bI0c37nnXdQWVmJpqYm1NbWCrJoR2Z0uEGxWMTU1BQ6OjoQj8exuLiImZkZyya1I0C7du2S3ELSBxm0vgfnqxyz0EYJw8sY9jk3N4dz587B4/Ggvr5erm/3xOuRy+Us1Y43NzfF40AAgPPO++bzeSQSCUulMOY66B5Imp7Zb62qqkq8gYlEAslkUjxpDodDEvBXVlZECVtfX8fo6Ci8Xq/0L2RBBBoRLpcLkUgECwsL0t8wFothenoa4+PjMIxSCBl7nc7OzuLgwYOWtRgeHobD4cD09DSOHDliQfK4/6g4uN1uaXHD/mksOFFdXY2dO3eioqJCytgzt5NGuAbDOF9sW+TxeLB7925s27YNJ06cQC6Xk+Ja9rAg8htGVZBOqKyRpnQIDGmBAoyhowSIKioqUF9fL/Ovvd09PT3Yu3cvUqmU8LBisYj6+nqkUimMjY3JO/H9tCeS/JCKnwa87MYAeTX/d7vdOHr0KCYnJzE/P49cLofZ2VlEIhEpEMNeegz9+fvxww2CgjQwtWeZUTz0wgSDQSSTSVRUVAgN6/xKANJ71e12Y3JyErW1tZLr7nA4MDg4iAMHDtwlf6lM5XI5AVddLhfm5+eRTqfx8ssvY8+ePThw4AAAq2fLzocBa2VKnRaiDZb7DcozevhJo3xurYNoQwIo5UexyJeWE8Vi0eIJ43dscca1oNz7+Mc/jhdeeMECBupRUVGBJ554QoA00zTR0dGB8+fPy77UQLyWL/Y5o8LMHn0NDQ2Ix+O4ffs25ubmhMcz7J/yXPfX4zvqCBZgK8ePNOL1etHU1IRYLCZecD2X5CM0zLiGnB9+x+gXXdxsbW0N586dw+TkJHw+n1TLJ7CRy+UsLV543aGhIXz961/HzZs3UVdXJ0WrmBJBGUzDlwC1z+eTKu12uqRRaafVeDyOq1evCvhXzkiw0zGHXjfuWx11ZfcUakNfF4LjcTMzMxag37439P924/f9ht1QpGwpR8v3up7+XHvl8vm8VNjlGgElRwBB5gceeADxeByJRALvvvsu9u7dixs3bsA0TYyPj6OpqQlXr16VllV/8Rd/IbmVly5dQlVVlUS69fT0IJPJ4Pr167h27RoGBgYAAO3t7ejr60MulxM9kjyGVc6bm5stupkGsTVdkA/q48rRggbU7AAar3Wva+jBdaDuSBCa32lHwL3GT7xhqS1xDk2s2piigsWNtnfvXjQ3N4tnisfaLXgyT96jo6MD3d3dWFxclHLqRG0ZZkrGpz16DMnI5/OCrurntufkMXabHgVtiFC4sx0EsIWKUnHXxjTD4dxut4TQMGeQMf+cSya5U5lzOBwIhUIypyy3PTNTStPhhmbRFAoMTXx8FrrsyfhbWlrkXTWS1tDQgPHxcUxOTlpapjQ2NmJ9fR0XL17E1atXMT8/Lx6qXC6HmZkZNDY23uX540YyTVPCGog8ZjIZOBwOpNNp7NmzRyrw6WJAdqOOYZlsxPvRj34UX/ziFy0IuV5br9eLI0eOyDtyvbjuVKDt9MChUSbtQSeiFYlEUFVVhccff1yqrqZSKaE3LWh0WCbz0CiQHA6HVNXUIZN6HYPBIFZWVrCxsYFgMIhIJCL5x0RMaazQcM3lcqJQsQz96OioBYEDSq00gFLvPN5jYGBAFM+1tTW0trbC4XDg9u3bEiLS1NSEQqHUQkXTai6Xk/xSoJRvk0qlsL6+jtu3b2NlZUWMaBolsVjMUpqbjFQjtwzfWllZkX1NftTS0iJGrwa6uD8pZFyuUruj1tZWTExMYGBgQMLfOdeBQMBCh9qzQ8bPtdUNrYmaktYIlBB51P12aWDynQBgz549eOKJJzA6Oopr165hY2MD7e3t+Hf/7t/B4/Hg3XffFeWavKS+vh4LCwvi6db0rHmBw+GQqop8XnsII4+zI6t79uzB97//fckBWl1dRWdnJ1yuUgXtzs5OzM7Oor+/H3Nzc/j78cMN0o5hlAp/sQ+hDtVj6kcymRRQCrAWQGFLGb/fL0ASi8nt3LkT/f39qKiowJUrV7B9+3ZLIToqVLzv2tqa9G7r7u7GyZMn8fWvf10APe5Tu+Jq1w20V07nVGreqof28mkZbBhbHkgNIJfzILCFBoc2cOkNXl9fx8LCgqVHXSqVErltmiYikQg++tGPor+/XwqFaKOWRtT169fR2Ngo/KKpqQkXL160AOCar/Pd7aHIDocDV69eRUdHhxhuXq8Xp06dwvnz5y2pG6a51dJhbGwM6XT6Ls/L8vKy5Rn0/ABAU1OTRb7pa5MeqF/xefU9qP/QsHW73di9ezcmJyfR39+PTCYDn8+H5uZmSWEhQEYPHQ2tZDKJX//1X8fQ0JDMjw6bdrvdaGlpAQCRffTEMnScueea7jQv115zrjNlhj2yxc4fOTQ4Qp1OGyPUScvNqdaPdWh4NpuV+9rDcrVuVS76RgPq5cJh9bAbOOVCLO9nxGgDnRFRlZWVEinBUP5CoYCJiQnMz88LUD01NYVQKIQXX3wRs7Ozljm7efOm5OyTpg3DkIqo1IFWVlaks8DZs2el/Ug+n8fIyIhUySYIwhofXC8d7kq9VBtu2rnFqKRyc2S3WfiZBm71XNvlqt1YZMSEjrDS+vn91hT4O2BYAneX7gbuRlR0iKphlHLsent7LcVZtGCyLwDDOtxuNw4ePIiuri585CMfwRtvvIGRkRHxfOhNTKWPihT75S0uLgqj5ILxGSiQeQ49C/qafD++j32RtaeW6DHfm7mdHo8HfX198m46D3RhYQErKysIhUJSsZQK8Pz8vBRJYB4NE5oZnkaGoqubEoF9/vnnsb6+jiNHjuDEiRNobm7G7du3Bcmdm5uD2+2WEECn04m5uTnEYjFkMhk0NTVh586dqK2tRaFQwI4dO1BVVYWvfOUrqKysxKFDhyzCVgt4zjdRo7GxMVGymTNaV1eH7u5uDA0NYWZmRoz6ZDIp3lSGFrInYigUQmdnJ3bt2mUJB9Qbefv27ejp6bHQI+mNiJve6Axf0QqAfifOqfYGeTwe7N+/HzU1NTBNU6rekjnYQ7Z4DRqUVEICgQBaWlpQXV1tUYB4PNefZbzz+bzkXyWTSUF/i8UistmshMw5HA7JRywUtor2aE/w9PQ0gFK+1ujoqBQMAYDFxUVpdL24uCiKGkt8p9NpNDU1YXl5GU5nqZUGS7gTLSdayLmcmZlBZWUldu7ciaamJszOzqKjo8Myz9xPXCsKn5GREdk/6XRavKwMo9X8h/PEtSAwQfDonXfewcbGBhYXFyXvh4JBI8baE8e5owG7vLwsgMjKyoooWBpM08qMaZqCVLtcLktYHyMVxsfHEYlEUF1djccffxyhUAhzc3OYnp5Gd3c3stksrl69iuvXr2NtbQ3d3d3o7++X+bIr2JxXAlHsZcph58F6DoBSjvKjjz6Kr33ta9ISiDTOqoDsTTo0NISRkRH8/fjBRyaTwVe/+lV4PB6k02kxChlmHwwG0dDQIFEm7OlGumcKQXNzMxobG9HV1QW3243BwUEsLi6isrIS58+fRyQSwcWLF9HZ2SlpJYC1/D8BKoKHbEV09OhRJJNJBAIBC5Ju51n8G7DmtQFbIZYEO8t5Z+whozoqhp8TPKbM1Wi//rGHwgMQozGVSqFYLEobD+a/68iPxsZGRKNR/Mqv/ApeeeUV3Lp1C2fOnMHCwgJ6e3sRj8dhmiaWlpYwPj4uld47OjpQWVkp1SzJk+x7zG5ErK+v48KFC6iursbJkydFD6qpqUF7ezsuXLggvarJW2msEWDmNbl+/J8KdnV1tUTJxGIxuRbnnj+6iIluX8N1pFGpAal8Po+2tjbs2bNHoil0ygbTa5j7bRiGeDz/5E/+BO+9954UxCNfYeis0+lEQ0ODgCWkQ4bsMt+fVXPLeZn4Pjr8ll587RHX59v1Pb2GzPez679adwSs9QJ4DS0P9Ci3H/S17BEC+pnshvD7GSTljMhyBhMHHSK6yA3pT+9lGm2sor+wsIB4PI7Lly9L1WIW2+F6pVIpqSZPumL4/r59+xAOh3Hu3DmEw2FMTU0hmUxK/vfMzIwUK9NF8Gjk6vfQQIL2auu54H4ivWhHg93u0Z/ZdT0eox1tmhZ5TaYvsY8nv+P+vV+6APB3wLAsxwztiok23IASOnby5EkcOHDAwuz1QpRDOU3TRG1trSiehmHgsccew/PPP49kMmlZKDIvp9MpuROmaaKmpkYK6GiUjSgAiY6Gpa5Oq3vvaJSfgwSnDUsaTevr6+KVbW9vx2c+8xlEo1Gsra1hYmIC09PT4h1lLhsAMQ5ZdGViYgILCwuoqamR/Dd6a7TirMs6891HRkYkL25lZQVNTU3weDzStsHpdMqz6oRzEvmhQ4ckkXhoaAgejwcdHR1wOp2oqanB5z73OQnJo8dVG/BcM26MW7duYXJyUuY3k8lIC4pIJILZ2VnMzc0hm82KocL3NAwDi4uLEqIbjUbx9NNPo62tDV//+tdFOAAlxtHX12fJE9EhQDRWKegZrsQwMDIZGmva46vRaqJeTErn2vPaeg9oTxXnhwx0cnJSqq3qNeTvTCaDhYUFCeECIAbp8vIyEomE9NFaXV2VSngMQ62oqEB1dTUSiYQg/aQJ0vPc3BxMs9RQ3el0iseCPTsdDgdmZ2cxPj4u+V5E+llIJ5FISCsR0zRx+/ZtjI2NobGxEU1NTXA6ndi3bx9u3boFl8slOZcMLeWzEDTSXj4eT08sUAp/YTSDni8A4gUGthq+O52l5s5vv/02vv3tb6Ovrw/9/f1oa2u7S3iXQyR5/UKhVLSBlaqpJFEZYtSBfbDYBBXlQmGrdQSBq6qqKjz22GMIhUKoqalBoVDAtWvXBPWfmJhAXV2d9I9sa2vD0tISZmZmJG+F1ZU1b5uYmMA777yDp556ymJE83vNg7Vg9Hq9ePLJJ6XKJasy84d8mDTx9+OHG8lkEr/9278txdQYjVIsFiVVgDyIBhQrHurq4myhk0wmMTs7i0AgIDS+sbGBsbExyYuip08DIAQgCEbRGCBA+vnPf17C1HSuIHB3YRpgi7Z09BLrAuhQbW0g8jythGmATntJ+T2vyxBWO/hNWcDr06PJvtEej0f4GbAlWxsaGuBylfqIPvXUUzAMA7t378atW7fw4IMPIp/PS6QKvcsulwvbtm1DT08PLl68aAG9NTipn1/rUjdu3BBAh3zQMAzs3LkT586dE1CLhg1BKhrTNJxZYI1rS9CL70hZrutW6LXTIBqvoVti6NB+rovTWareevr0afzu7/4ugFKPZBrv9KBSLtOz9LWvfQ1/8id/gqWlJTFaSJ/smWyaJmKxGNLpNDKZDILBoCW3kWkRiUTCkh7EZ7R7AQ3DkGq6NEa08WCXKRwaVGlubhbDWBuNel/o8/hDB4ZhbIUaax2znB7F33a5dD9DspwM+0GHfS/xmQFIzQQaYkw74f7KZrMYHBxEJpNBc3MzHnjgAbzyyisoFApoa2vD2bNnpSOABviZh8lqw++++67oC6FQCK+88opEPrGA0M6dOyUyjno8QTJgS8aW8/pyXciPWIlYr4F9DjSwpmWmpjvufR1RqHVC8jm2m2FRKdIA9/n7jZ94w1JPEieQij8VdE4uUdBHH30UTz/9tBACQ7LsjEwvCr+vrq4WgUolu6enR8KveJ9nn30WhmFgZmYGqVRKciNdrlLzX4bo2QsWaCSBngsyVDLV9fV1CY/T762VR50rGQwGReFMJBKIRCI4e/Ysdu3aJYjYysoKWlpaJH/F4XBIiCM9Mrdv38Yrr7yC7u5uGIYh85fPl3pL5nI58SrZ569QKGBoaEieLRaL4Utf+hKuXbuG5eVl8a4xLNfn8+HQoUO4ffs2mpqacODAAXzkIx/B7/3e72FtbQ0zMzOorq7G4OAgvve97+GRRx5Be3s7CoVSL8hUKnXXBtBx6teuXcMXv/hFaTbb0dEBn8+HUCgkFe3q6+vR1dWFfD6P9957T/JDFhYWJK+UJbmdTie2bduG2tpaDA8P4/Lly3J/j8eDlpYW8QZpBUYDB/yeoYRaUdKhCppxUODZlSn2mtQ5T0SQuSb20vp6/wBALBa7K4yHdFZZWYm5uTlEo1FUVFSgv79fQqz9fr/kCfv9fqFl7heGn3M/0hDi8QBEeLMYAxVKeiU3NzelP5nH45E+l+y5mkqlxPAnPdbV1WFjYwMdHR0SqhqJRNDQ0CDz4nKVer9mMhlZJ+0VZsjSqVOnJNfaNE2pCkhFhLSvE/O1MkpFyOv14s0338Ta2hpGRkawsrKCAwcOSC6P9rpwHehxIJCQTqcxNTWFzs5O8T5zTvlbK128Fp+HSCzfb3l5GcFgUH6AUi60w1FqK8K+lclkUnI7I5EI8vk8JiYmpF+hjrbgtTV9vvfee3j88cflWXSodjkjgTTo8/nw+c9/HolEApcuXcL09LQUJ6GXfX19XQp1/P34wcfm5qaE8QFbLQhIgzTsuL7aE06knrx8ZGQE09PTAm46nU7cvn0bTz31FBYWFhAKhdDV1SXKtZbZ6+vroiTSEEilUuIJYigieTtgpRn+tst0DQKb5paXCdjyqLMyO5U17T3SxqndI0DgUnuuNKjicGxVSuUzEWTiPmBhmUAggMbGRgkx5/ecc9M08fDDD+Pw4cNYXV0VwI/pOXyuiooKHDx4EFevXrUYGNp4sBsvXA+uo57DbDaLhYUF1NXVCZCgDWiGIPJdCYYCWy1lGO7r9/tRX1+PYDAoqUX0DGmZB2zJSIfDISHV1I+Yw0rZrMNMWXgqn8+jvr4eTqdTclQdDocAoR6PB6lUCr/3e7+Hubk5Acd4LZ/PJ9WHCUDScKCzwDRNAT8ItPB87hPNi6kX+v1+8dzPzMxI8RnSqH0uOCi3amtrxXFBpwXpU4eG2mUAPeJcI7fbjUAgYDmO3lgN1mmjxr4nygGZ9mf+QYfdoNLyWaeIjY+PIx6Pi+HHuQsEAohEIpicnERFRYW0JfnMZz6Db33rW1JNuFyEGIGSsbExrK+vo7a2Fuvr6+jq6sJv/MZvYHp6GidOnMD09DS8Xi/i8bjM2fz8vPSgp5eYYLX93TQP4fzrIoLljHjtMeaa63nS9oF9fbTuqHkjDfKOjg4xLIvFooB477d+P/GGpVa8NCppRya5oU+dOoXnnnvO0kCeyrlG7/TE6TBBXZ6fVdpISENDQyJImpqakMlksLS0JJ4YGoesakoDlYP3JupRWVmJVCp1FxFoBsV8SqfTaQnR0eF7bA9C4Xz58mVUVVVhaWkJ0WgUbrcbXq8X58+fR0dHBxYXF6W61eLiIqqrqwVFy+VyEnu9tLSEbDaLHTt2oKWlBYuLi5ienr4rjI8o98TEhDD5/z97fx7kaHqdd6LPB+QGZCITQCaQyD2zMmvfuqt6YzebbLGbpJoUpdESkh1j2Z5xXHkcI1/fiDsO6zpiwnfuhCMcE9d2+B87RqJ97XF47DF1r4eUxSAlUmo22WSz2Wt1LV1ZVVm57wASyH0BvvsH+nfyAKxuirQ4Vmvqjcioykwk8H3v977nPec5z3lOOp3W3bt3VSqVDB3ymYfLly/rN3/zNzU3N2d1jPQivHbtmhVNF4tFXbp0ST//8z+vqakpRSKROoEYH2B7NHlubk4HBwcWPEs1cZ2pqSmdPn1afX19Vju0vb2teDxuxorNDCIGB//o6EjpdFq/9Eu/ZNlOqVY32NPTU2cYCRDIjPnMud/4HhChIJ178FlvBmuXa0OtEdlsUOJoNGr1IKwX1tbc3Jz6+/ut1Q1rjfePRmtKsp7SVCqV9Nprr6mjo0OPP/64taKhvrG5uVkrKyuqVqsaGRkxAMIHuTdu3FCpVJIkLS4uKpFIaG1tzQIfSXXZ18HBQVNVg4rNvZw+fVq3b9+2VivZbNY+y9OD7927p9HRUbMX1Eytrq6qt7fXHCDvWFPrm06nNTMzo3K5rEqlYrWfUKX5v6d/+dHV1aVbt26pUqnoscceUxDUFDinpqbqRMUAyhpBMu4VB39ubk6nTp2qO6QawQhvL5lPf4CxRgB3WlpatLm5qSAITAADW0D/tsnJSYVhqIsXL+rChQu2NhCi8PbT2y+UE7kmfy8+m+SBPO6/q6tLf/2v/3W9/fbb+trXvmbrhOwDc/5w/GSDOivv0PsaY/r9soc9gwKGSVdXlwVHw8PDmpyctPqkUqmktrY2/c2/+TdNAI+MqD876Ffo187m5qaSyaTu37+vvr4+o1+S0WykaXmHy2frpOMaLQYBAowPbKXPYPqA1Dv+0g8LZXFGN4JDnJHoLUjHTmJzc7MFJLSz4AzHjjMf3CvZXRxo5pJ7DMNQjz32mL785S9rZWXF5stntXAeG5lPkjQ/P2/PVKqJq01OTmphYUEDAwNKJpN1YI6nmPqzDHuKzwFAQZ9SBKCgLnrGFHsbwIre3ggGekAbP82DgmNjY5qZmdH4+LjR/I6OjoxCzzP+H/6H/0GTk5Nm86iZ9JoHrNFkMmmsGE+rlmq2taury4JR/BwfZPpAgnWSTqdVrVYNwGtUb20M3FgzUNIbgw0+0wezHqjGl2Cek8mkOjs7DdRNJpMm0OVLPHgfv1+x0T4L5+fsxx0+wOJePCiDjZBqQoSVSsXOfPZCoVBQIpGwPSPVaK43b97UY489pmg0qqeeekrf/OY3VSgUTCOCz/C9p6kr572+/vWva3Z21s6ts2fPWqYa/7S7u9sErVCIR7yOdmTcm/dTeR4PKoFijr1d8b5Bo6/pn41fOz6Q5lkSQErSwMCA2Q/iBx+MftD4yAeWPuvi07t+wnnds88+qxdeeMEky5lwDCwT65Ecnx1gM4J2QMOIRCKKxWIaHR1Ve3u7PvWpT1kNGjLafrOBjPkHyfvj8Pb09CiVShnVa3Jy0g5QECUaIHtxH65bqi0UlLCkWgbq8ccf1yuvvGKHZLlcVldXl/b29tTZ2WkGN51O67333lMqlVIQBDp9+rQhaFDv9vb21NvbqzNnzpjIQCPKyGYMw9DalKCeOTc3Z4EagTrzXygUVKlUNDExIUlWNwZ1d2JiQolEQktLS/r1X/9128zValXt7e2amZmpK4T2BhlDW61WrdC7o6PDKHznz5+3aw7D0ArZkZ5Op9MWAGWzWTPAIN/Dw8P65Cc/qTfeeENPPPGEKVZ65KmlpUVbW1tGeYEm5A0La6JRsc1nrvy6ikajZhQ9FQRqB9fAwewHh35TU5PV5viA0q8r0FWC052dHfX39yuXy6m5udnqFnO5nCHJ0IUGBwclHfdQxBlsbm5WsVjUtWvXJMnEg4rFonp7ew2NzuVy2tvbM6CEPopNTU0mYDQ9PW09HJeXl00RDoW+d999V0FQo4SPjo4qFoupWq3afl1ZWbHMqXcOyfqxjqmHxEkiAAadxDknG8+9BkFgyPq3vvUtRaNRo0oNDAzY2vJr1YNnOMn8PpVK6eMf/7h+//d/X8ViUX19feYUc0hgYzz9vvEQ43lCu0kmk0Z7jEQievPNNy2zScYX1D6VSimZTJrzkclkND4+bg4p1+4PRfYMg3UAdRenCgEq/7sgqKlaP/PMM9rb29Pv//7vW/BJXaBvffJw/HjD20jsUmO2jmyAR8RZLz7jFovF1Nvbq49//OPa2NjQ/Py8isWivvSlLykSiej8+fMaGhqqc1CxbTAtvAS/P59nZ2c1Pj5eFzTiFHkHCseI6+b1BA28hjXdWD7AuefB3caMKL9jTnymyrOnPChEtg8aerFYNO2Hra0t6xcKnRy7hA3wgKC3VR4sCoKaIvbIyIieeOIJfe1rX7Ofe5Baqu89iI1pamrSlStX6lqfJJNJnTlzRqurq/Z8CBAbe+ryflDzsX2UAwC282w8SMCZyVmGr7CwsFD3XH02Bhvp2WBNTU2Kx+OqVqtGu+a8jsfjqlRqAlH/4l/8C7322mtWSuN9B0l2DnCPMzMzRk1u3DPQw7lffy3e2fdnbCKR0OzsrEZGRiwD58tqfEDKvHJuNzU1md/olTx94OD3L/vW72vWGd0Iksmknn76ab322mt1tHCupRGobByNmbjGjNqPGqxNki1BEGhwcFCPPvqoSqWSmpubTdEVQATWEsA4TKjm5mYlEgm1tbWpublZU1NTisViOnXqlO7fv2+q8F4gh3VCIFmtVpXJZHT//n3zgy5cuKD+/n51d3dreXlZlUpFt27dUiqV0u7urtra2kwoaG9vz5JNrMfG4ecTkMsL+rF2GhMKjfbFJ3b8v37t+df5Pbezs6P29nb19/fb6w8PD+v8ig8bH/nA8kEbziNLUi2ofOGFF/SzP/uzSqfTCsPQHjDUHNoYeMeHBdaYJYTiQM+hSCRi6NzZs2c1NjZmaFssFjPD4jchSK+nR/oekP39/dYvbGtrS9vb2/aAcfq6u7slyYIzSXWLKAiOazelmrOeSqV06tQpTU1N6dFHH9XQ0JAFOIje7O/va3h42IKT9vZ27e7u6rvf/a5J/OdyOe3s7GhsbEzVatWyfjgALHSMPsIyi4uLGhoa0vT0tFEVCHSi0Vo96sHBgVGIqWWjhq5UKhk912d2oYLgXCJZ7tFq76RjXNLp9A/1sZybm1NnZ6cFlAQkBGM4ED6b5w/5SCSiq1ev6uTJkzp58mSdMI936oMgMHACsRUfmHM4eQPh0SgvlMSa5RpxjjASGF3mjabADDIOQRCoWCxa9g2DitPvEWgQ5ra2Nt25c8dqb1m3d+7cMbDi6OhIw8PDSqfT1u/R14qCMA8NDUmSqZrSs9I7Gdvb27YvPvaxj5lYDOuB2t1CoaBUKmXPmF56N2/eVDweVzqdNspWa2urzp49q0KhYPfKXoMKhmJrV1eXieRIsnog7Ei5XFYmk7H9DMoJoNDW1lbXAxNxCEAjVIn9XPsD2R8gODnXrl1TOp1WsVhUZ2enkslkXS0HfWiZb0ALDk5sKD+Px+PmPLW3t2t1dVXXr1/X+Pi41tfXlc/nbW8kEgk7yHGggiDQ+Pi40um03n33XQH7lvoAAQAASURBVKMzcz+JREKf//znjSqNwis2gx5gMCMQyUokEuYkRCI1Gt3HP/5xzc/P68aNG1ZfTeD/cPxkA1vR6JQ2Ds8G4m9wQKAqAgqur69rdHRUjz32mKampnTz5k399m//tj7zmc/os5/9rHp7e+sCQOmYgsvaZX22tLQYo+HEiRN1NFUfWHr7T4BI5ot9IB3T/zn/GkV2GgNLzxzxNWmexYG95MzhtY3zzFmytrZWlyHb29tTNpvV9va23XtfX98P/X1jxsMHjMzf9PS0MpmMrly5oj/8wz+sCyz5anxf/kWcD3vNOTU3N2fnL7aSshpeB7BcqdTagJCJ9X35Ojs77W85x/yzwheDgbS/v6+33npLzzzzjLa2tup8Nl5LoMX7+LOuvb3d2teQ8To8PNRXvvIVvfzyy6aA7M9fADfvU6BujmgV62x3d1f7+/smzJZIJJTP5+uyTAQwfp5ZR6Ojo4rH43YmzMzM1GWgGZxNyWRSfX19GhgYMKDbaxcwmF//PZ/NtTFXmUxGZ8+e1dDQkHK5nLGNfBbbz7n/mf9/Y/byT5LJfND3rBXuC8D+jTfe0I0bN6x1zPb2tlZXVy3oPDw8VGdnp9bX1zU/P2/Adi6X0/z8vBYXF+3cZN36oBLfFRsERbtYLGpiYkK/8Au/oP7+fn3jG9/Q4uKiqtWqZmZm7ByH5YEIYblcVnd3t+bn54095r/4nMb1zzU1zs2DspEehPbPqREEaAw8+T/aEY888ojReavVqiWT/Nr5oPGRDyx9mpx/fQ1Cc3OzLl++rCeffNKkrMkkeOl9nBACjkY0AMMehrUG8ZFIROVy2RCs7e1tlctloyNIMpoLh4ynnVBT5tFPj4ZCKcHpPnHiRJ18Nweh71XH/fpgEloS6O/6+roF03fu3FFXV5fu379vFIhUKmVOKEp/N2/e1M7Ojl5++WWFYa3H0eXLly1z5+tfvMqkN0LRaNR64F25ckVf/vKX7foJ7NjEBwcH2tzc1De/+U39wi/8giF3kvTaa6/VZXc4aHg2BPjt7e11a6FxbWQyGXV0dKhYLJr6LtdDPZlUo2RCGfUOD86Nd5alYypVKpVSb2+vzYWnbnijz+vX19fV3NysTCZjz72RzuI/m/UC6k6AgoHgmXBocm0E8SDzoM1cZxiGRhsl8PAUbSiu9Igk4P/c5z6nyclJe4ZdXV12jVCCx8bGFASBodOsC+6HvSJJd+/etUwva4lr7uzstBpIArVK5bguiXtCYCqZTBoNu729Xc8995xu375t9wqoRMNjjyB7ChF2AKU0aowJvsjCJpNJWw9cu+9llUgk1Nvbqz/+4z82kCQWixlodXR0pEKhYFljDpZGCgvXhTASAlzYMuhdBAgobmLjfIshP7/YFHoUNjfX2kFA7eeacZ54Levuvffe0+bmpgYGBtTf36+uri5985vfVLV63Jrk/PnzOnXqVB1VG1VMb2/JWDG/zAE1UdFoVF1dXRodHdX3v/99Y2gcHR0ZIPRw/PjDZ2kY3mHx2UVvXz0oRkCBnoBUa/ezt7ens2fPGrCD493T02N2GHsDMEmPXOm4YfvQ0JDu3LljABrA0wcFS/7eCAR8CQl2GXCXM7SRAuYduUbHkIwagBtnBOcT9t9nFn0wNjQ0ZM7hiRMnrJURjmZnZ6dl9R7kgHsA3AcyOLqjo6MaGxszqueD2AveCcWu3r171+wbY3R01Ep1enp6jD21vb1tPhAUTVhKGxsbBtThsNMKirPAUzZ90M6zeP31102MhUCS+fXBEYEb95JIJOxMw1dpaWnR4uKi/uAP/kD/8T/+x7o58ww4rgOKPWcnLao6OjrsnIVGvby8rKGhIXV0dNiz5vq4Xx9QAPqtra1Ztp/M5fz8fJ0yqM92trW1GZhILSzAQaPv47OwPrD0AQr2ln6Pb7zxhq0L3svve7/nPAD6QYmeHyewZO1OTExYgN3a2mr1vIODgwZmw2irVqu6ffu2hoeHlUgk1NLSolu3bunu3btaWVlRJBLR5z73OX36059WU1OT3nnnHc3Ozlrg7cEk1ha1hXRNwG/9oz/6IxO02d3dVT6ft1iAVn6ARJOTkzp58qTS6bR+93d/Vz//8z9v8+jtirevrCkfZDYGiv7/jXvZv2fj3DZ+LmuXlm2UCPHZa2trdXXhHzb+XASWjTdJ0Nbc3KznnntOzzzzjAm7oDqKE1Uqlcyx4TCQ6ukFONygJqD5iKxI0sLCgkqlkqrVqtbX161mRKqpkJGB4fo8h1uqV5nr7Ow05TI2PIXmvBY+uUdqvVEmeEUCnECxWq0qlUopFotpd3dX9+7dq6Mdvfrqq7p69arW19ctM3HmzBl997vfrRMTItCiGS3UMxoO+8AI5La1tVUvvPCCze9v/dZvaXx8XF/84hf17W9/W21tbRacx+Nx/cEf/IH6+vqsWf3MzIyWlpYMDKC/JYcy8+qzp74mwBvSlpYW/dqv/ZoWFxd1584dQxTfffddjY+Pq7e318Rg6E2EUImnFODweMqTP9hwVng+bFJ+zv2OjIxoeXnZakV84IAx8eCJ/95nKak54Ro2NzetTs1nzhodI0+vyOVyunXr1g8FMxxKQRBYqxXoqmfPntXP/uzPamFhQel02ow+9XKzs7O2d7wggqdDZbNZLS8vS6oJ7VQqFS0tLalcLtcdzu3t7baH5+fnVS6Xlcvlfujg6+7uVnd3tw4ODvTpT39ai4uLWlxc1Llz5+xgwvEhgOrp6dH6+rplEcnaIiPOPINgc6h7mpZvyvygQ5Sam4WFBct8Ums8PDysQqFgGQZsBPuOQ8BnY7jGIAjqMgsjIyNaWlpSa2urOT6VyrEKpgdFuDeCWwLM5uZmra+v6969e6akiGPo6db09/L3l81mTfmX9Y6j0NHRoVdffdUAADIDoMJQt7EVOHPQ8QkmOjo61NnZqQsXLuill15SPB7XxsaG9dh9OH7y0egQelvgHXl+96CAzgddqE0j9HT16lUNDg5aLbNUj66zf1g/PptwcHBgIBysAB/MkBHyzjuZQc5Nv/b9vuI6uBYCS3/WPggQ5tqgrCJS4+dGOgabfCAOsFWt1mrraBlFAMMcEzh4X4DfecEuD7jDyHj33Xc1PDxs1D8A58ZstHdGAdCXl5f17rvv6sqVK5JqjKvPf/7zikaj+s53vmN6BNAVAbmxs/F4XM3Nzcrn8+YnwDwAiPNzxXX49QV76caNG3rxxRftOXuRIn/2+nUYjUaVSqUsiMMnWllZ0R/+4R/qpZdeknSsvtmYhQPcZn7xccg8ca2UnrBmYQexXxrnGZ+A1yKEho2Tamfh/v6+tfIiaJRkwS7Xjd4D54EHSvkeYNnXbvp9srm5qZaWFstWfvWrXzX7+yDmQmMg2HiPHxSE+ADZ/8wHwfhqn/nMZ9Te3q6FhQVbT0EQqLu7W/39/bp27Zo6OjoUBIFKpZJeeeUVA5zRCpCk6elpDQ0NmW91dHSk06dPG/jNPpeO7R9+XBAEdi6FYY1ySxs6AlrYdT54p3Snv79fP/dzP6e1tTWtra1paWnJWif5PYc9YS2TDPAxgrfNfq/6uWykxPrXe3vlbQm+wdmzZ21fBkFgDM8Hvd+Dxkc+sGzM5DBhqVRKn/70p/X444+rpaVF5XLZDiCUPOE/005ifX3dJPV9ZO4duEikVhBcLpeNvnh0dKS1tTVLt0NJ2NzctBosHB4QJpw8Hj7oGtfujYRvKuxpelAxuC4fJPC+mUxGjz76qF5//XWFYU2eP5fLqbu724xvb2+vyuWyZaCOjo60sLBgh+/IyIg6Ozt17949RaNRa9GB0tr6+roZHZxPP18eDeMw+Ht/7+/pxIkTGhwcVLVa1Y0bN+zg7unpUVdXl27evKl//s//uW7fvq2f+7mf07179+yQhM74uc99TlItg7G7u6vt7W3rIUTAwrw1BkrQVe/du2dKvX7+peNawEQioWKxaGuI9UF2dHh4WEtLS3VBmjeqHg2WjtHKlpYWW6MTExO6c+eOyuWyGU6PdHtkHUPns2v8jro0+s6xXrhmrtHTS/gcDG6xWDS6WKPBYt0ODAxoe3vb+kY+9dRTeumllwzB7ejo0NLSkvb39zU6OmqBip8Tvwc4PHme7K2enh4FQaCNjQ2j1hGQ0Kh4b2/PAjpEfTY3NxWPxzU/P290q5GRER0cHOiZZ55RZ2en9dW8c+eOOT/Dw8MWaIGWc53+sEFivlgsWuBJplY6dni9fWpubrY+aNRP43hQwzs7O6udnR09+eSTVof6oMOXZ9Xc3Kzx8XEDsvb29tTV1aV33nlHKysr1rMXACiXy5nz4dFZqKU4QwTWr7/+ug4ODiyAxM7goDQ3N5tiMkju0dGRNWRHMZfnXC6X9fLLL2t2dlaZTEbZbFZDQ0OWYSYA2N/ftxY2KA3n83m1tbWZmMT6+ro+9alPqaenR729vert7dX4+LjW1tb0pS996UcfIA/HBw5ve6T6Wi328IMczQ9yJiuVikqlkgESMIZaWlo0MDBgn8FZh73CxpFBgolBX9qdnZ06m+wBJkA6vyfZ076/L06jvx/v7B0dHTcGb3R8fSaBfdUYVHqn0c+pB4Gr1ao6OjrU09NjdH7aWkiqU+pkPn0WlXvGtkvHgUcymdTLL7+sg4MDjY+PSzoGXhvPqMb7l2riPd/85jc1OjpqKtpNTU164YUXdOPGDQMJgyAwYBE/CkCINl4EodFo1AS8/Lrya4ffcYYTWHkaIffq12Xj90EQmHI4wNv8/Ly+9KUv6c0336zTd2h00lmjCK5Q74+a/cDAgAUQgKdBEJid4vO4DubVO/eepso64QyEQnz//n1r78a1tbe3Wz/kSCSitbU167FNMMV695lgPp/fsWbQBunq6rK1WSgU6hIr/PyDAsZGm+CzmP73jXbCAzWcLWFYa3GxsLCg5557zsT6GNFoVE8++aR2d3d1+/ZtExVbXFxUqVSytdjZ2anHHntMr7/+uiqVir773e+qq6tLw8PDev3113Xjxg1Jx8CCVC8c5JM37HVfw89ah81TrVbNVyG4/ZVf+RUDXra2trSysmJq+T6QZDA/kUjESmP8s/OJgUaGAtff+Hp/vdgOT+MnphkbG6tTgi4UCsZkZE192PipBpZBEExL2pRUkXQUhuFjQRCkJf1vkkYlTUv61TAMi0Htrv+JpM9J2pH0V8MwfPNP+Dlm/CuVioaHh/Xcc8/piSeeUEtLi7a3t62/0M7OjlHfWODb29vW+4ZWGh4VIDjC+Le0tFh2kp9haMkmlkollUolMzAEYmxINoc/tFlI8Xhci4uLikaj5liBgnjjB4rkg0kMhH/t2bNndXBwoJs3b1pD1yCo9UziMMhmsyqVSlpZWdGdO3fMkNDvb2VlxbKyzGMmk7HvCZi9gfRZRAx1NFpT7Lxw4YLRP1taWjQ6Oqr79+9bxhdJ8J2dHX3ta1/TwsKClpeXbWHPzMwol8upXC6rr6/PMrLUY/X19WlxcbHuWeKMEyAgOHPx4kXLqP7iL/6itRthjgmGODiYb+6ts7NTqVRKa2trlglqNLysTx/A8WwymYwZkLNnz2p9fd3QIYwNjrt0HFjyvDESQVCr7dna2tLGxoaWl5fNoSeA9FlTMpwc3hiijY0NCyx5puwDnunOzo4GBgasCX0QBHrkkUf0+c9/Xnfu3NG1a9eUyWR04sQJTU5O2uHXOA+SLCDhNZKshyvPE8VB9lIul9Mjjzyi5eVlJRKJupYE1FqMjY1pdXVVPT09ZixXVlZsveDQkuUrlUpKpVJmRJlT5h5jure3ZzUd1F4SVDLXZNTY06xbnITNzU3t7OxYz1GUBVdXV40qDELOOvRACc+jqanJqLTj4+Pa3d3V4uKiPeuxsTHFYjFNTk4amMSh7W0FWUjvxHunDjojQfDm5qaef/55zc/Pa2pqSp2dnRZ0RiIRnTp1Sm+//baOjo40OztrP8fhRORnampKV69etSwm98KehWKLEjWU4a2tLevJRw/PEydO6Bvf+IY5oA/HTz4elMnywwcyjV+NwwdXZHXoU0tA0tfXV+dw+nIWD4DwmbwPa5kABgcNZ46sn79uzyTAZ/AZysZA0GcrvTPcGBRwvgDUeYYHDhxBi2ejYA/K5bKefvppDQ8Pa25urk4ll8CI/cO1++t6EPjE3m1tbdXExIQp6ba1tZnC7IdllLjGp59+Wl/4whfMfvHenZ2d+i/+i/9Cf/zHf6yOjg7t7++rs7NTxWKxTjEY+xeLxdTf36+NjQ01NTVZAOPtg58/wC2e582bN+09oCfy3j7b7Jlb/C6ZTFpgMjk5qW984xt66623LMD2fgrD03ODINDa2ppSqZTV0IdhqEuXLtnz5fMJVD3gybMnOPHrpjHrxNoCqJdkavcbGxva3NxUpVJrl5XL5QwkrVar1opue3tbLS0tKhaLVprAXHr/kYwpe4O2YfF4XKurq1peXq4DLz7IFnzQaFyXPCcfbPrfe7CHtfPmm2/qE5/4hNXeS8cBczqdtnp9+ks2NTXp3r17GhgYMECAOspyuWxnPPXZJBV8ttoz3BiNfjY/g6lGcE5iKJlMqre3V7/xG79hGcBkMmkMtdHRUZuTRlvls9Kc19T4eho9r/Xghb9ubxv8fieYhL3JPojFYnV96CWZj8R40LPz4/+IjOXPhGG47r7/LUnfDMPwHwRB8Fvvf/93JL0o6eT7X09K+mfv//uhw2/Kjo4OXblyRR/72Mc0Pj5eJ/tPho96JIwtBohi7v39/TpkgIPEG6toNGqb1md1IpGIBgcHlcvlLLuF8+4DT5xgT6vhMIxGo0Z9wPiTFcMIeEcfB4pF1ojSYZzPnDmjbDar69eva3l5WZ2dnYaKbWxsaGVlRaurqybOA1IUi8X0L//lv7TgO5FI6OrVq+rv77didlC8pqYmC56r1WodNYfnxCZPJpNaXl62mrSenh5NT09LqknZT01N1dE5rl27Vhe07u3taXFxUT/4wQ/0hS98wRzQRCJhUs/+UPCoMs8AQZcXX3xR8Xhc3/nOd2y98Mx6enqMO89B7wOs9vZ2TUxMWE3Ezs7OBzpYrCGCPeqLQN7J0A0NDSmbzVovq0YxCQJI+nKBNEEBL5VK2t3dNfSOIINMOeuNYJPDW6rRwrq7u62fll+b/vAkQDl58qRSqZT1zDw4OFBvb6+eeOIJlctl7e7uamJiwuppvDHGkFEX29nZacX1a2trymazhvhub29rfHy8LqNGrTOBWTqd1tLSkhlfGraTiUChmYOFwzcSiSiTyRjllcCQgwZj7wGFlpYWdXZ2WuYUW9PV1WU1fgSn7FtGpVLRm2++qTAMrYUNNJ6+vj719PRY71lQw0ak2QesrPNsNqvV1VWNjY2po6NDiURC09PTlimg5tdTTL3Tz5olYG5tbdVrr71m9VXQ3rmX27dvW78rsq2ABnfv3tXAwIAKhYKpUntbjb3a2dnR1NSU0um0PaetrS1lMpk65/vg4EDz8/PW625vb0+zs7PK5XKmNH3x4kX93u/9nknM44A8HD/+8GCcdJw19L9/UFD5IKexkVYYBDV6Zj6f1+zsrGXpqP33WThvv72DxNqJx+NGP+QMJ6Bk73iH3wesnFPcZyNw6ylpfDXet58Pfzb49yKQ8MED9p/X0RO3ubnZbBM9iMk80VPWO76e6dQ4Z9wHbWNoYUT2A3CvMVD2g7PqzJkzunTpkt2bdJzJo2UZdWWHh4fGgkJ4za+pXC4n6Rhk89fOngfo9Wc4tveXf/mXlUgkrF6O6/fz+aD1KkmPPvqodnd39Z3vfEfXrl1TGIaWifGlKz5bBPiB6JDPEGWzWU1MTCgIAvPRuIZIJGJlHPiK/n1Zj42ZJwY+yPr6umZnZ9XZ2alsNmsgHiJ5lHIQ8JOFJukBawk76oNXMq1heKx86vcM1+Wzq/+pwwfvfi/658RrYLv09fXV/Y0HPpmrz3/+8zpx4oS+853vaGFhQdPT08rlchofH1c8HtfCwoKi0aiGh4f1zjvvKJVK6dq1a1YOAzjVyAKT6llCXB/7+vDw0MD8w8NDbW9vq7W1VWfOnNFnPvMZPffcc/beQRAYoH3r1i1bD7yPty9cA+wMno+kOoEmrof97gc2x/sNkup8O4Bx/BQP9kg1OwNrkutqLJNoHP85qLC/IOm59///ryS9pFpg+QuS/pewduevBkGQDIKgLwzDDy2WIYAZHh7WU089pQsXLliT7Gq1JlhBXRfOdzKZNIcTZ+769evmiMTj8To+sQ/aWMyoHHJIgjqCUNDuoKuryw4kDLrPdPr6DWgUqF6SoaL20C9OSaaK57NRXLO/9lgspoODA+VyOQ0MDGh+fl7xeNzowVNTU8YxJ3O0vLxsdNT9/X1DCa9cuWIbe2tryyTIPX3BO74sXul48ePY4qT29/ero6PDgqS9vT1zIpmDxk0RiUS0urpqWVQogy0tLVZzgHPB33vHoFKp9TsiQInH43ruuec0NzdnktQYZyi2zC+HHplR1EQJ7BoPdkZjFtzXlyA9DRUB1KhYLGp1dVVSLbPOuuN9Pa2apuE8bw4wnBiCJP9zDEg0ely7iLqZR3x9MAqYItVQVOZkaWnJDG+pVLLG19SNcrgCGFAvB4WzubnZMpZjY2MKw9BoRYODg6amSvDa3t6ukZER249dXV3q7e1VS0uLNjY2bK7ItnFPrFkoRdVq1RgNBHXsHairOEiRSEQbGxtaWFgwRWWQ5FQqpUQiYQG934dSvYBCoVBQT0+POWUcnoeHh6ayCKXY1xABTDRSXg4PD7WxsaFkMmlKhZFIRCdOnLA6TsAknxloRDCj0ajVP9F6pb+/v06EjAHth2wvtbw0hN/e3raSAK7flxkcHR1pd3fX6jfogQu1DNBhY2NDe3t7KpfL1qanWCyqubnZhJwODg7U39+vCxcuaHp62sCHh+MnG9iqRuDBB47eQf6w9/G/9zZ4Z2dH8/Pz6urqst651Bzh1Pigw++nw8NDc5IRnABVbwxufcbfB4VNTU2W+ZGOM01e+MRnBTnbpPpe2X5fEgw9KIvjM8AEMtjTn/mZn9E3vvENUzn1dZW8P2eEz6Y2nrcPypRKspZTOM7YQx9I+2fGNfoMKb6Urz8PgkC5XE7JZFKzs7Pa3d01O5bP541x4YXlWlpadPny5brexIgOcg/YG8/GIjimDhvfz9vGxrXm12wY1oQXJycn9c4779jPWEO8F4P58cEeTBVAchIYBAzcLwEBmgewbghGfCaVLKJfN7zHzMyMWltbNTY2ZqUXCJmRCMHxR5zN+6ycwT5T6Z/11taW1tdreZ+Ojg7bBwcHB4rH48bGWl9ft/doXCc8I/7W/9zvf7LOMMBIzhAg4VOdO3dOMzMzOjg40K//+q8rHo/budYIGPj9enR0pHPnzlnm8saNG5qfn7dMfzKZVLFYNNaeJGPgeCVpMriA4Q9K1ng/VpLtq2q1qvHxcX3yk5/UL/3SL+nEiRNaX183fzQSidh13rlzp872eP+Zn8Hagd20ublpIC8tzjxg27iPve/hwQsyqr4MgPXZ1dVV9xwPDg6Mks/zfJB9q3suH/rb//QRSvqDIAhCSf9zGIa/LanXBYvLknrf//+ApDn3t/Pv/6wusAyC4Dck/YYkDQaBFhFpmJuTXnnlJ77Qv8J//vk//9Ev/u/+O/3ch/3+v//v9chPfCU/3uj70S/50xvvvSf90R/9qb1d7v1/M6ohDD803m/38YFja0uanpb+3b/7U7umn3SkJU38576IP6XxN/4zf/5GMqlcLqfW1lYtLCyYU5LL5eqo6jgWCEfRPoj6zubmZgu2IpGINjc36+qVyahLxwrOUIkw6ryOGkMEH3AqCIYLhYIFz6jEUb9JLQZ08Wq1qv7+fiUSCUO9vdgD4ARZU6/EKKnOMQnD0JwWglAOr5aWFpNS57rIjKJcyVwCeAFq8JkcQvR+k2oAx8DAgMIwNMEe6uWYJ3rDPfXUU2ppabF+d55xUa1W7dqpLYUhsLm5qaWlJb3zzjvKZDJKpVIaHh62GnlAHQLzMKzVb7/wwgv60pe+pEwmY0JQD8dPPh7kQPjgrNHR8xlO9mjj8BSzjY0NTU9Pq7+/XydPnjSn/UEOkqeBs7+gX4Pq7+7uGpvDO0G+jsg7SJ7yjrPuA0vPEvJr12cLcBj5OUGQv9bGLKd3tiuVip5++mk1NzdrYmJCa2tr9nvPhvIOpKexeefRB2hSzVEG9MaJ3NraMnaBD3Ybgx6uL5FI6J133tHzzz9vPRJ9Kcbh4aG1aZJq9ZilUqmO5cLzIgC7ePGibt++rUKhYL/3QSX3wbPxASRCTR409c/CM2ukeoChr69P09PTBnLynD3o4J8bYIEXkIpEIiYYePLkSbW3tyufz9cxtrC/BNKAh9jZRtqin3sA3zAMrb+rJGtXEYahJRqohaevM4Ev2WTuiQyVv08faGxvb1tyIAxrFGdqLQGP/Xxy/R4AelBwKR3X47W2turJJ59UEATq6urSa6+9pkuXLpkIYyaTUSwWU3d3t4rFonZ2djQxMVE3V42ZTT6XM8wzvvr6+nTt2jXrsQ6jiH7XPN9KpWKAkCSbC7/PAZgTiYQFdSSrcrmchoaGTMU+m80qm81a6Q8AN/uhUCjozTffNOCF4LURhOP6jo6OTABoYWGhrsc2e8MH/N5O+OFtBe/vk168B8wkfIlCoWB2FQDE77kHjZ92YPnxMAwXgiDISvrDIAje878MwzB8P+j8E4/3g9PflqTLly+H3/xH/8gMGxkdat/YACxsaqBQVGWSEKP54he/qL//9/++zp07p5WVFUMafJ3F4eGh/tJf+ksmsOEzkNQxXb58Wbdu3bKFRMZxa2vL2mlwEOJUkWXLZDI6ffq0GWCp1n8yn89rcXHRaGonT57Uo48+qunpaUNXMLgsQkQNyB7k8/k648EBQUYShVUWJaIkp06dUiwWMynxt956S48++qgSiYQ5ngj4sEA58D2KCNr57LPPmpM/MjKisbEx/cN/+A/11a9+VWFYk9bm0PPGxDsFsVhMV69e1Ysvvqinn35a09PTWltb08TEhGKxmK5fv65qtWrKlNwXdIPm5mb19/draGhI1WpVvb29dXQIgoHXXnvNfo5zwkEYi8X0xBNPWO3K3t6e1tfXtbW1ZUaWgwgaCuuODNOFCxeUyWS0ublpmaZqtarOzk6jROGAl0olXb9+vY46y+GKsmxPT4+i0ai+8pWvaHd314INr8LHAZRKpdTd3W005u7ubrW1telb3/qW7t+/r6eeespQUTLJqCF7Y4isdhAE1veIQKG5udnEV8hG4ozQF4m2PadOnbJsX+b9eXj++efr5hvxFtBLKLm0nKH9CU4rKG4+n1d3d7cZeNBZaLC05cGWBEFgiq9Q2pk7qXbQZLNZHR0dKZ/PmxIqNNxKpWLqpNRcUB9CHSx1DNghZL4lmd3BnknHGRWf+eYw4rAhOKbHLYcP4hNLS0uGEvvifBgUBNudnZ3a2dlRb2+v9aosl8uKRCJG+UbUCmeHdesp1wiiEZzj3HLfZFITiYSOjmptVpLJpDWrXllZqVO2jcViSiaTGhoasowGNiwIjlvZ9Pf3KxaL6e233/5xjpePxAiCYEjS/6IaKBtK+u0wDP9JEAT/T0n/F0lr77/074Zh+NX3/+b/IemvqaZ38H8Nw/DrP85negfuAddj/zY6fz7Iasw8EhCura1pdnbWaNvYkkYnCNvrg1aUrn3mOxKJWHsLT2sHoCJYoRUA1+UzLI1sAG//ua/G1xEQ+PFBmQSfNUWJ8amnnjIHjhITHE/pmOHjA+DGwL0xg8xnYF/a2tqsJQ+OuL8eX7fFXgUgI0PSSMtPJBIaHx+3Fk6UGknHegCSrB92qVTS/v6+2tvbtbKyYr6aZ0RQduKpkmF4XEYEO8KLy3kKcuMz8Ow1X5bkwQaf2fRZIwL4Rl9mb2/P2llQCsBagzUkyZgW3hlvBAka9w52zfsrBN0EfmhOkMHF9vtSG3xNH0zyzMP3M7iUh/A7xCx9gMyZ5ve2Z5H5PdA4/9xrZ2enrly5YrohTU1NunTpkrq7u82HZc0h6uiZeAz2P9fjP8/X205MTGhhYUFvvvmmTp48qb6+PvMZVldX69Y553pHR4fGx8fr1gafEYlEjDVwdFQTFXzmmWesZhk2Fp0YAC+gWlNvu7a2ppdfftmYlB748FllbzeoS19cXFRPT0/deUcLODKtzHcjXdXHMJLq4hq+AOXpkhGGobXc83Ybf+ODxk81sAzDcOH9f1eDIPgPkp6QtBK8T3ENgqBP0ur7L1+QNOT+fPD9n33gYPNUq1UTHAGBwNF7//PNqY/H4yoWixYUEZB2dnaqr69PmUzGnHXpmALoF2+xWDQj5z8jkUiYpHUYhmpra7PggMyCR6PYuBx4oCK+TgRaLCgOizCZTNZRFqX6ND3Xy+ERidRqzOgxRa/G7e3tujq0aPS45x79CR999FHt7e3p7bfftoOhUqmoXC5LkomhYNj9RvWoIrVpkoy+urS0pP7+fgVBoGKxaJkmjB/vyxzzPAAI6E1F1gcHHiOPY+4NOJsPNVMOqJ2dHTsMoI2iEka9i6/5iMfjSqVS2tvbs0DZO+j+Wn1NhT/MQU1xkkE4g+BYxAk6KFTP5eVlO2SgkkajUXPOMR6sOZAn1hhzwGHlEXzqY5LJpDlVKPEREHu6maft4uRtbW0Zgk37DYJhrgVnbXd3t64fbDKZ1NFRrY2Np5NCESfIodaSXoUElE1NTUYdjsViymazVm+3u7tbR2v3QdLu7q45p1Kt3x5CD8jye4c3Go1aYMyzz+Vy9lp+zoEzNzen06dPK51Oa3d31xqFY2O4R94bh3JjY8OcIQ57fxj5jCPBcnt7uzkUBwcHVnO8ublpLQAa1wR7lc+BdkMriFwuZ1mPQqFgQWY6nVYYhurt7TXKDHugUqkon8+rt7dXly5d0uuvv/5D9Lt4PK5Tp05pfHzcqLCs5ffee8+eb0tLi27cuKH+/n5NTEwYEJBMJm2NHhwc6O7du4rFYrp79+4PNZP/czSOJP3fwzB8MwiChKQ3giD4w/d/94/DMPx/+xcHQXBO0l+QdF5Sv6RvBEFwKgzDDy+UccPbzwcNn2n5IOfTZ9n8GqAunEwBn+OdVn7e6OxR103NGWBGEASWQcCR8v2lJZnN91kX9p8/a3xQyWu4B/9a7F3jvHEfjQEm5z9ZRewLwRKBFgElQYufR28HCByk45pY/CFsabFYVD6ft8DMX09jYAUg2t7ermeffdYySv512IsXXnhB2WxW3//+97W/v6/u7m5tbW1Z6y9ANPpkHxwcaGxsTDMzM1Zrj++AP+QDCkAEtBQ4J33JSWM2y4MaPK8wDO0caqSG+qDODwIJr3NA9tX3T4RJwVnIWTM5OWlAQWPw5c/exiCJxAVnVV9fn65cuaLvfve7unfvnp2D/gzI5/NKJpMWVLLufWaX9cP/OQdZK+w3xPN89tev98b17N/PD+47lUpZ6z1Junz5sukU8LxYJ9gT9pT/LDJ0PsPrP9/7U2fPntW7776rqakpLS8v6+LFi3r00UdVKpUMeAZ8DoKgrmMCZzdzhyZGJpOx1zUG3fhlKODjS/tuArdu3bLkFhTsRnVmng/3trOzYzEOrZZQmPU2rhF4awz8fdkR6wD7tr+/r76+vjob4+2pp2s32rnG8VMLLIMgaJcUCcNw8/3/f0bS/0vSV1Rjnv6D9//98vt/8hVJvxkEwb9TTbSnFP4J6iur1VpdGqlzNifZOB4sD211dVXd3d0WcCBHTIrbHwLv34ctXrJ98/PzJudMhoKNjeAGLUl8oEH9H9fjkZdIJGIImC/2ZsNTd7SwsFAnMuIFhAgiMbZsSD6rvb1d7e3tKhaL5jwSFEA/YfGButEHkQXY3t6usbExCyDS6bQZVG/coX7gbIBIPfXUU5Zax7CjtBaGoQWr3tBiYPzhHYvFTOSDjA39RX1aH3VTkCO/Nih+x1CBBkK3k47bgjAnoMhNTU3q6+szBMofstJxFooNiaHwQTfBLRlmAuJIJFIXcPFaqRbEs4YwXNQcEoyQ/a5Wq3XP1SPcjXQGghkoPggD0e8UZJ/r9/OIaEA0Gq1TV2PPEMgQoNOSYmtry9YXNYpSDXTg+jigASR6enrsmorFouLxuBlW+qPxPKPRqNVs+Www+xzqJjWIR0dHJgAC/Yf9ydqnlgIk//Dw0PryEfTihLAfyQBSFwhVFmAEB5k6DBBPjL2vafV7wjtAHH4cROVy2cRNtre31dvba5k/1jxris/iuWGroCEPDw/XZdslaWhoSOl0WuVy2ZTkxsbGFI/HdffuXRP62tjY0ODgoD73uc/pn/7Tf6qXXnrJ+ryx/0HJc7mcWlpaND8/b2Jd0nGm5tq1a9bLbHZ21kAlHICdnR29/fbb1kf4zJkzH3Z8fGTH++fi0vv/3wyC4JZqZSMfNH5B0r8Lw3Bf0v0gCO6qBvJ+78M+h7XkHTd/PnqHytPgGmsZWWfYPe/QewCUlkD+c6T6gJSzku+9Wja2+vDw0FRWqffFBnM24Byh/o3zDbjmqa+AdD7rSTDk790Lv/g5IuDzmQSANVhF/I0PzL0tAcjm3n1g4INwmA4+C+szVAcHB9ZbFmqmB4Q9BTAMQ42Pj+tv/+2/bbXs3BOBKT/r7u7WM888o6amJn3rW99SMplUIpFQT0+PzRs00XK5rGKxqKGhITs/uDaGD/J8cM/14RP4dcfr+b4RwOB89LWqnGP8TSNwwnUzj6w3Mjarq6umnA8bhaD16OhIy8vL+vKXv6xPfOITtjd8EMHPfPDG/QGwAwA3NTUpk8nY3KKivbu7q0QiUcck4v44Pwhyvd/Js/MgBQEU/ihJF85L9hj72YM8Dxr+d6i6+wCF6/HgO5/jEwL+vfw9NAIQrE38hZGREV28eFGvvvqq9vf39corrygej+vMmTM6deqUSqWSPTfWYldXl5566imNjIyoWCxaNldSHbjMnHH90nGPenw41Myp4zw4ONCbb76pmZkZZbPZumfQaGf5OV9ra2tGge7u7q7b49gTPl+qtyXsH9YEz4D7os45lUoZOMG5TJtEfHz284eNn2bGslfSf3j/xpok/a9hGH4tCIIfSPr3QRD8NUkzkn71/dd/VbVWI3dVazfyX/2oD9jZ2dHm5qa2t7e1urpqzlV3d7cOD2utEpDAplgVpHtwcFCVSkXr6+sWpNGoe3t727JyLCCEATo6OnTr1i1dunRJkswZhKONwhSOUxAEdg0EHzhWHoFkg5ABjUQi1uMJemAqldLS0pJlQ0HJJFm2howG7+95/9SI4VxWKhULzJLJpM0Pc7W3t6fJyUmdP3/ejADOe1tbm3p7ey1IoIYKOobPpHLfLS0tymQyWlxcVLlcNslw6uBoE0H2yh+aPqjs6urS2bNnbSPs7e1Z9ieRSFizee8Y+SyQd84xFFAzPepLfZxHQP2GrFarmp6etjmjBypiInwGjgngA889EolY1isarbVwIAhmPSAGwzUGQaCRkRHdvn27jqaazWa1sbFhxoDA4tSpU/YceL5QMzl8uSeuh8OW4IDXVqtVmxMMGI5PpVKxjJYPpBEvoOaOQvRGx4rDsKury7LqhULB2hD4bDHzNTQ0ZAEd2WIK9P0zBCCRZBk0T1vK5XI2r7Ozs4pGo9rb21MqlbJDFocGm4LBplcmzsnq6qq185GOEVyaXjc1NVmrEZwD9poX7SGQnZ6eNroLoxFRl44PEfYIzo0kY0qQrfaHs18H/NzT9dvb240Gl0wmtbu7q3Q6bS2Xuru71dvbW8feeOSRR0zICZGwGzdu6L/5b/4bPfHEE3r99df11ltvqVAoqFQqWUb7nXfeURAEtg88UkwmYHFx0QSFAAvy+byOjo6Muv+rv/qrOjo6MoGOP88jCIJRSY9K+r6kZ1QDZ/+ypNdVy2oWVQs6X3V/hn7BBw72rVeM9vRr7LvPRvI7z2h4/xpt7+LgAyhItbU7PDysoaGhOqZQI+LOgJHBHvbX48GYxcVFpdNpO6PDMLQyBe/EEgQ0BsE+e8PPfZBKYObXKZ/jv7CdPljlq6mpyWzD/v6+sROgrgO0Ssc9OH1A1Thffvg59BkQP++czY0BK7bh1KlTpupNFob38ZnLSqVWp/b4449rdXXVyiDS6bS1VGJvI4bH/QKScg7462edeAeb9cTa8k65P3uk41IArpkMUSMQwnPymTHOeZ8pY13gT62srNgZgzo6Nry1tVX//t//e+3s7GhtbU39/f2WcfXJjsbP9cEw1wZNEbC00TfE0d/b27MEi19/BJce0Gv8TM92I4nCfPlg8EeNRgomawR1VuaAQD0Wi9XV0HIdHnhqDFwbQSuG96EBLJ588knNz89bSRnMpyeffFJra2tGCx8eHtYnP/lJfepTn9Lo6KitQel47/nP82vIg7T42/T49mzAMKyV6ARBYOwBklsPOtc9oELiIxKJWBbRC9RVq1XF43Gz2d7/xmaylwqFggGz+JvYThIu1WpVc3Nz5nvRVaOpqcn6jX/Q+KkFlmEYTkm6/ICf5yU9/4Cfh5L+2x/nMzCQZAz85ARBYJMoyZwqMo27u7tGW6UI9wtf+IKam5t148YN3bp1y6S0CSDI+OEIcviysT3NEJEQEC+oc54K6QMODlzQBAI0KBQIEwRBrdkrHH+aoXOweiexMW3NRmturrXJYAN3d3fXyWJ71IhNGIa12kfUIj29BseajK2nDnkDEYvFrPA5mUxqfX1dIyMjFiC2tNR6jkr1zZL9psVpDsOwrkbNG0SCaYytN1h+g1OP1dLSYpLsxWJRhUJBqVTKWqygptlofKFQUqQNbZJMG/cBWoiz743l9va2rVkOfR+QcvD6kc1mFYah7t+/r9bWVp04cULDw8MmhDA/P6/NzU0tLi5aNomDn8OJQJy16Htt4eSQCWKdzc/Pq1gsWtsOAI6jo1qdIfVRHKy+1o6sNEaSQL5QKJhz1dTUpHK5bKBOd3e3HURcKwAK6+jOnTsKghpNFeob9FZ/CJJZp70LWU8cKIKvWCxmGT7WBsgwhx/7fHl5Wdls1hBD7AyoOHU2HAY9PT06ODgwJgMCCQA+7KVyuax4PG6gxfLycp3ceuPw64l1Q6aamtQHUfe4LtYA6xVwzUuv44wBNBweHhowBLIOVa2pqUmjo6PWby2dTpvdPHXqlLLZrJ544gkVCgUtLCzY9UUiEetBJslk9QuFgq3JSqWiVCqlsbGxuowO1LDl5WV7frQ5+fM6giDokPT/lfR/C8OwHATBP5P0P6pWd/k/SvqHkv7rH+P9TBgPO+HZHz5A8cOvJ/ZG4+D5eoomZ1Z3d7e1w/KOvM/4eUeZM8bT4XyWDgqhJKO68bdQ0ABxPHDpnX3vO/A910HgenR0VMfU+aCsjc9QYg/9fVJjJslKZ3zPa66L9/iggJD59EwAbJPP7HghF55to21oamqyfnv8rQ9OeS+odZylbW1tevzxx7WwsKCBgQEDgrEpZEixFQSX+FH+2XPdPmss6YEBjv/eB0t+fUiqYy3xGv71gRggBecD69brY2C3dnZ2LCNFUqG7u1u/8zu/ozt37qilpUXT09MaGRkxptyDgi/st3RcY8l84/ccHR1pcHBQd+/eNWYJ6qqsS+9/ePAEn5j3fFBwybphznZ3d03PoHGv+Pnzg7ny6x9Fd85Qzgsy/15IrhGU9YPr9t8/6Dq8T53NZvWzP/uzqlRq/ZNfe+01ra2tWa3n5OSkrb3vf//7ev755+sSKewXro9ra7wO5pls5erqal1XA0mmektZyIOCaD/4XHqwwnySZGUp1D6TkOH/zAE2gHgEUKtQKKizs9Now5IssUC2+u7du5YQ8ZRkD3g9aPznaDfypzZ4MO3t7RocHNTi4qJlH6nVq1QqhjaAvkBjgGK6sbGhavVY8IIMASgHTlUYHveEYkGz6djkGIOTJ09aX0hJhrByHTjfIJ+eMkrQgtPm6wMw3tAPK5WKqWEyPNoqHWczSPmPjIzYBsD4ZrNZowSyiFpbW3X+/HmNjIzo2rVrkmTZJoIxDgbqvqBy+jnCuHn0u7u72+6NoDabzSqfz9dtYr6YX4Ji6IoYdQ4BsoeJREJLS8dMat6D6+EzvFPPYba5ualYLKZ3333XeiSy+ZhzXgu4EASBibk0ChfguAM6kBHiOSEFT70BwXUQBFbkLsmAh+bmWlsMhHp6enq0tbVl2Vp6k7IWDg8PLePjEXEfJFerVaOBQqngeYZhqEKhYNnyMAztmnkvDt9kMqloNGpqoSCobW1tymazmpubM+SYOeAZEthXKhVls1l1d3fX1Xjs7e1Z+wroGZVKrQ6ReQRVJ/BEkY195wW8cMwAEsiA4NSRnffZd7I40GOg/q6srKi9vV3ZbFZ7e3tKp9P29xwu0F3Z56zZVCpltTrUPyUSCQOPoJN5lL5x+L3GsysWi2pvb6+jZXsnCRskHVO3Pf2UWhOo2lD/W1pa6pQCgyCwQITgGbDi4sWL2tjYsLZLzc3N6u3tVU9Pj8rlsk6fPq1KpaK33nrLsksIAO3v75vgWDwe1/j4uAYHB83Z5bBcWFhQPp9XIpHQyZMnNTo6akHnn9cRBEGzakHlvwnD8P8nSWEYrrjf/46k//j+t38i/YLQCeMNDw+HsVhM8/Pz/O6HnFD3WXWZIZ9RahyNQVBHR4fOnDlj6pc4mrxW+uGm3j7A9dko9malUtHS0pJGR0fNMfRtRQDZ3H3XgUP+c7CPPntLrVRj4OPnwL83749D553zMKwJqPBeXvTF/70PLD1QypnkAUzuhXPJZyGr1aqxN3zg7IMaSVZXffXqVctYoRTJPdO7L5lM2hlQrdaE8J5//nnro3v37l1ls1kDDymjWVpaqgO1PBOIOWKembfG62xcg43ABPeIrxiGoZ2FtJRrnANolLFYTOl0WmfOnLEEw9rammW+UqmUBgcHFYnU6h8BBCORiP7Df/gPeumll8y/yOfz9jm+FMY/Z37GVyMtHBVs6Vi5c25uzsoIEK3jmRPsoHdAPXxj1tKDjMw5ZzaqsATijaCID7YYjUFzEAR66qmnrI8yc0ApibfTPsBinX1QwMW1e1vDM2RdUSo2PDxs/v7Y2Ji1mmtqatI777xjfgwiTE1NTXUCUn6e/Of754OdgqLP3OBf4ht/7GMf0xe/+EWFYU1DBaYbf+MHPsojjzxibbd6enrqgkvmAPVhn/31+5+5xL4AsiUSCVWrVUs2sWZnZ2ctSefnFxDjw8ZHOrD0xjSRSFhEDQ++UChYNhPKYCQSMSpbW1ubUfvIyrS3tyuZTNbVOUqyjCMiJAjgbGxsqLe31xYUqel0Oq3t7W3LQJAd2d7eNoeaz4QKAj8/Go1a9gnFJw40jHtzc7OKxaI5fAwMLMgFDjvZL5znZDJptZEsPDI90Gz7+vr0yCOPqLW11Rzxra0tbW9vq7u72zI//nMZHCD+QACVwpCwIaF0PProo7pz506d4eWLGpxqtarBwUEFQS1zGwSB8vm8Ojo6zAhAM5yfn6878P0GAQWMx+O2wfL5vNXr3b59u65/kzfUfq69SBR1g21tbUZf5f5AApuamiy48+gP9EsEgTY3N7W2tmZoNgimF4DyYIEky5LTd/C9997TzZs3dfHiRZMhZ+2AHBPkxONxra3VxCRbWmp9IKFJHx0dGdpcrVZtDfN+6XTa6FzstZ6eHruf3t5eqyGFCo1zBmgzMDCgw8NDdXV1aWBgQG1tbVpdXTVEnLleXl42YR9qDUCLORTb2toss0oGzx8WlUrFmhiD7oIyQhXmZzwj6iTa2trU09NjWQUEoEZGRqwmurGOhMMhHo+rvb3drl+qZSgINiuVilZWVtTR0aGZmRkTB0DxmcPd07181sXvlSAI1Nvbq9XVVQsuqQ/m73he7FHWN4d9Z2dn3XOXZD2uuDdQWoI/HDMf5FM7R4aHwwuBoKamJr3wwgtaX183kABHnCwT/c+4jzAMtbCwoCtXrtRlgwcHB615Ok7Yn7cR1AzLP5d0KwzDf+R+7vs+/6Kk6+///yuS/tcgCP6RauI9JyW99iM+Q+l02iiNUn2w1RhoAo6yrn0mzDu7/rkGQU1g58yZM+rs7LTyFUajE8v7Yf98tg47hZ0oFApaW1vTysqKEolEXd9DWDlcp78PH9RyP7wWG8Iewd6wXj346K+XvebXtQ8ysXcA4tg8WAMMznHf39Hve+/getDYz1EQBAZc8lp/rTipzc3NGh8fN/sKe4P3QBFaktWJ40RHo1GdO3dOQVCrp9zf39f6+rq1kEqlUiqVSqb87FkPAAuwEwgsuT7ODB8wMt+U4lAy0uj44yPs7u4qmUxqdXW1LimAze/u7lY6ndbQ0JDR+Xd3dzU2NmZqpUEQWP/HpaUlpdNpdXR06ODgQN/4xjf0zW9+02zn4eGhAWQfREXFjvrg2e8hznh8W3opX7t2zfZnR0eHqXgDWrIffMaZOfGAB8+e6yHwQmyHNhoAwx5k934av/M1vJFIxPpLNtoMMmg+a+kDS/wm1rS/3gcBDI02g3OYsz4IAhPgISlFmY5UO98ymYzt2cbztdFe+AQK/9/c3DQ9B59hxR9OJBIaGBjQ/fv36/xAL6jDtfO+r732mgqFggYHByXVtCYAXzlzAb682ru3AwTbYRia/0WbGu8TYivv3btXd3+w7iKRyI9s5fWRDyyZJBYORhMUY3V11QwHsvZkLO7fv6/R0dE6NcWWlhYlk0mj8RGgIgwDGggK75HOfD6vcrmsVCpVd0BsbGxY5tO3GCHrI8kCSmR+2Rw7OzsmUoLDRuBFthKaHAuSTJnfoCzynZ0dlUolFQoFM6peUMSLe0BhC97PoFLIzObZ3t42AwMlyBtD/9lkRTm0CKhLpZJRHa9evao/+IM/UD6fr3MmCIA4GAgM2tvbrc0JdE/+jsMHR5T14tFbsqWxWEwLCwuGpBI8o+5F1tvXZviDYXt72wxfa2urVlZW7BBspNL4zR2NRo1CBOjAOgO48DVtGA2yo2tra6YMtry8bGrF6XRabW1tGh0d1fj4uPUeIzCC4uZrSJgPghyQ/0gkYpRVDOvOzo7NA/Uzra2tVljOOvXiVgMDA6pWq8pkMpqamrIDksA/k8lYYIJ6MdlangE1uH5deaCFmkD2ULFYNPU0XzMIkOCDKRRJNzc3lc1mrfejR9PZK9QOlUol5fN57e/v6+TJk1Z3yO+YWw5Y6hY6OzutHhU0E+MPJTydTqu1tdUozZlMxuyNp9Oz1zyIBFILwAEK6+lG3rEgS43dQOALJwyqP+CdVMu+0ooF52lnZ8cEjvL5vPW+ZP/QSoG92NzcrEwmY/28+vv7rT4eu4gTT8sm/g8Yd3h4qFOnTlkdXbVateC0v7//JzhVPhLjGUm/LundIAjefv9nf1fSXwyC4BHVqLDTkv66JIVheCMIgn8v6aZqirL/bfgjFGGxqd5pZP97x7JxeKdL+uG2Ct5Zq1arOnnypC5cuFBH4X7Q+/JeUn0wxPplAAy1t7cbKOedV/afBxt9NqIxM8G/tADBVmPzcMqkY7qs35dcI/OFnSXIbGlpMVV0QFHOUF9Swn3DSOF7P98+i+vtgT/32NPs91gsZqUeKNDjsCJSw5mN48lnRyIRA408pY/fV6s1xgsgHjT2rq4uHR4eanJysi7j5PUZAMAJLBvf32e2/Prkefj1Vq1WTSGcz8PHQfwNYcWOjg498cQTunbtmomlnDp1SsvLy1bzPzQ0pJ6eHiuXmZ+f19TUlAYHB3VwcKBXX31Vs7OzkmSCS6urq5qamtL4+LiBm55e2riH/B5g3g8ODqz+fGtryxId2NSZmRlrvQYLz4vm8b5+nbIfuR6eRTwe1/3795XL5RSNRtXX16cXXnhB/+pf/au6zFojNZXrZ70dHR1pYmLCfFTYLLzOfxF4e9DUZws9GOT9S9Z1I5j1IGAKHw2GTTQa1WOPPWYdD0ZHRw1Y3tjY+CHqurcTXAtggSQDpwmG8a0IHMMw1L1796y8jPXxIGo0tqKpqcnAGC+alUqlzB+jZIl58Wq1xBn4WyS0AHB2dnbMlnV2diqVSmljY6NORJHrODo6snKiDxsf6cBSUh3VNRqtCXqsr6/XiZSQPZRqCxElTiiDfX19dYcEMsSpVMqyUNVqjeLR29tr/ZA8Qra9va2VlRWlUildu3ZN/f395tz6fpI4YL6YFgND1kSStUUJgsAyk8lkUgcHB7pz545+5md+RktLS1pbW1OhUFAul6urG4AOgMFlcScSCa2vr1vBMka2tbXVaIOgOL5XTXNzs/Gvcfx9vRhzyz2CzhB4syAbgzsf2CYSCZ04ccLqTLxx5TDmc3K5XJ2DThDGteIIe2pu42EETcpfL9exu7ur/v5+5fP5OlVAjygSdC8uLqqrq0tdXV2WscQgccB758KrclE32t3dbWq06XTaisrJInd0dNjcYpwzmYwZCjJvCAWg5jY8PGyf62kSzCP3g5NxdHSkdDqte/fumWIwdaCs8UqlYmuRQIIAamNjQ2NjY3WGFsAik8lYxp/9B0Wtp6fH1iDiNgAQZLo81TIIAkPboL1j+KRadoEgjT1G4ASVHFVIhDKg3S4tLalUKmlsbMzqIJkvAkcy2ydOnLBsHX0Wcdw8UknGHuU+7isIajRS9iM0XJD88fFxo135LAmOH4cM2WyepaelNTXVFJCxYzx/nBUCVdB66nTJrvJcPPUYpJSDDVCAuScDwTX62mtEljw1jfcAxIpEai2E2NPY9u3tbW1vb1utZyqVsqwCdVuAXp7J8edphGH4HUkPir6++iF/8/cl/f0/6WdEIhGtra1Z0OB/7jNi0g83LvdrzDuZPuBiz4+OjtraPjg4qAtmPVXff3nnLgyPKdHs/0qlosHBQb3wwguWfXjttde0vr5uFHl/zazLBwWWBNLsr1gsZvuVv/Xnn/9XOnZ4PYjlbQO0b0pfOAc8Zdbv162tLWMyNM49n9f4nHyWTKoFyX19fZapYW/yuoODA6XTaY2MjJjfgC/VGODRh7hcLptKuge4zp07p5mZGa2urtrnEMDmcrkfAvkODg5Mu4BAnmvDtvl15L8YCwsLqlQqyuVyBlxSpoANjMfjyuVy1ocXJelqtapvfetbBlg3NTVpeXnZhAdnZ2f1jW98Q729vRoaGlKlUrEWDdPT00qn0+rr69Pi4qIWFxclyWwsfqovj2A0gimN90Tv5o6ODs3NzampqUmlUsn2A+fK0tKSenp61NTUZABbGB7TMR8UtPn9TVbqxIkT5jdub2/r0Ucf1blz54zN5v0Zv/Z8VjQSqWkWfPaznzU73bh3vT/lgdgHAQje/+O1PiBrvDd+xnv4z4fR19bWpmeffVbnz5/XysqKTp48adlGFPd9nbm3E43XxF6CXUSCqHHtDgwMGIPHsy4a5489X6lUdPLkScXjcc3NzRmQ4INI1hlxBeVpnLH4iQDs2FtJ5r8RgF69elX37t2z9U98wtjb29OnPvUp/U//0/+kDxof+cASBMaLZ/T392tlZcWawuNgHR7W+vJAzzo4OFCpVFJXV5cZr6OjI927d0/5fN4WfHd3tzXCZbHxPUFRNBo1xAoaHoEKzrPPDnEYQmVtamqyfnMYVZTTUPkim4jh4Hce7WFO/CA7wEI5OKg1POZ1UOUwKlBOPeWus7PT0EmCdg6VwcFBc9LZiD5YI2vIe/X09Eg67k3FRt/e3tbly5f1zjvv1HG7CcLo6TcxMWG01Wg0qtXVVa2vr9sBL9U2Cy0W/EHnjQ4ZKvo+VSoV6+954cIF64GIaBIHKplDQAgyt3DUaXRPUOsRVNYo8wKVFvorf0P7lfb2dmsHw6EIdZs1C+3w1KlTyufzun37tiqViubn5zU7O6vTp0/XUXAJeFnfOB9kXpk7UK10Oq333nvP6h+pwWhtba3rN7m6uqqWlhbdvn1bTzzxhJaWlowCy9+EYWiZLAAZ5mhtbc2CEp7NysqKstmsMRLItK6trRnyTWaR9dbZ2alYLGYOCnMMyEGfx56eHq2srKhQKFiGD+dpaGhIGxsbdUacw4nMX3d3t4IgMBou2TTWCGubQ4igk/UJdYq6iTCsNSOGMkTwhVgXa4PDxtPwOAA4xMIwtLoenwnABgFO+HZM0HUBRyqVitLptKTjg3Nzc1MzMzNGk00kEkqn02bTKOpvaWkxxW3fGuno6Ejlctky3Tx72sfgyGBrKFsA4InH45ZtoNaaTD+gAuUMnlb5cPx4IwgCa08j1Qvp+KCS4R0k76g22lxeG41GNT4+rlwuV/f3DwoaHhTMegeVfQBQt7u7q8HBQbPlJ06c0IULF/S7v/u7Wl9f/yEn0WcFH5Sx5Csej1udYDwe1+rqqtlezvXGe/DnqM/2Ycu6u7ttX2N/HsT2YU4bg/gPenbMMbbJ3ycgO1nXeDxuNdDFYtHsOv4IZyNfMLf29vasZEeS0e47OjrqHNKPfexj+pf/8l+a7wLwyr+wvxAo5AsfwGeoPIvEzwfr5/XXX9ebb76pSqWigYEBnTt3TrlcTsPDw+Zs+77Pu7u7Wl5eNtDg3r179kwBQWG9AdAtLy9bT+CRkRFVqzV9juXlZYVhqCeeeELZbFbvvPOOfvCDHygMQ504cUIvvPCCAcb+GT4oQ++fM//Cynr77bctgAdk9CUEJ0+elCRNTU3ZGewBDVhI+/v7P6RTQdYqEoloYmLC/I0TJ04oGo3q4x//uL71rW+ZT8v1+33CGXp0VBMaOn36tAGNjb6Ytyse3PD70c8P+8AHln6fMby98fvRl2vxd62trerv79eZM2fsXMI/8ecsa/FBAWxjVtQHs5LqStP6+/t16tQplctlO/e9/Wu8Z+bMM8K4DsD9zs5Ora2tWSIMajF/i59BUIn/yGsAPzj7S6WS+VTUl/vn+/LLLz/Q9jA+8oElDzEWi5niaz6f1/DwsKW9KTQlOwfNB+O+vLxsDctJHU9PT1sGgMCHTENHR4dlbGiITmodh5hMJQ/T1+HhZJdKJWtXwLVCHwRBI2DGQd7Z2dHo6Khlue7evWuOIxvAZws9UukDGzY+tQXQBNvb2+1e/aGIOube3p4J72CEfJ2lJDt8CC7JSubzeVPjWllZMWouwS4bLZvNamZmpg4d5XBF6OTq1auGnBEE8ZxwOlFg86gN14mRoE4EdJP5o7aNWlhJdTWKbMh4PK6+vj5TvYzH4+ru7rY5Z2Nz0ELp9EE1gAb9C8nKZLNZHRwc2JwBLgBG0Id0ZWXFDr5kMqnLly/rlVde0e3bt3Xnzh2rb6C+za8B6CCe+krwxD7p6+tTOp22TD4gxtDQUF1GkOcwODio7e1tq2UZHh62TBJGsFQqKZvN2jNGbXhlZcVoSzhqILPMQTweV39/vxk55pHrJwsWiUSMqko2EbGJ3t5eU/MlkKHnKXPT29trFF/WTUtLi2UXt7e3lcvlTERhbGzMAnOyrfyNJKO03LhxQ0EQWOE+yrgbGxvq6enR4WFNyIm/Z3/xjABqcHSginH4cWCyt72AURiGBlqxJ3wmgueE7aFtDdQ0KK1kTai57O7uVqVS0fLysvr7+y1A9POVTqeNYlssFi2QDcNavSoS5gA17Euoi8yrp+6DLDc1NWlhYUHRaNRqgx/ksD0cf7JB03dff+TBNb73dL4HAZus10YHNJ1O69SpUxZY4vRRu+2dMp998FkWH+R6eu7AwIA++clP2tqWapT9v/AX/oK+/OUva2FhwQIt0Hr/OX4vAbZiP/k7auGxl1AOuRfsEHuO3/kMUSRSaynGGUvNk7dpfHkqGvfJz3k+OIh8HnaATCEsB0kWzBJMJBIJVSo1Je5f/uVfVi6XMxsLeEpATWYRHQDUthEsw5eAjnd4eGhg4uzsrN2HZ3dgk/ie6w2CwDK6UHS9VgPzit/26quvGvMkn89rbGxMbW1tunDhgrq7u7WxsaHXXntNMzMz5pft7+9byzpf58lnSDW/bWlpSfF4XMPDwxocHNRjjz1mPTkTiYTOnDljvYxpYXXjxg3F43H94i/+ovr7++1zeF4Ak6wHv849iCLVwEjKCUhweJbI4eGhksmkqbMDDExNTWlubs4yVqwpzh2AgmKxqN3dXZ05c0blctnU5yuVirq6utTR0aFPfvKTKpVKmpmZsZp49o/fi/haV65cqaO3e6BIOi7bwj7gq3sbw2s599iXgCbeNjFfnA34Mo1zChDFGQmjCjvCeiIA88Csz1I2BpDYMa6Z9cM5x3UjUgdDA/+W9+b/+GdkN1kHfCb319bWZqyd7e1t0yVgfklGbG1t1fkJgNGsJWqqgyAwH5c5wZ+vVmtt4T5sfKQDSxYftDqMUTKZtEmFikWQAHXPOykEN9vb20b5LJVKdTSNbDZrxdxkFDi4eABk3SieRrhna2tL0vHi2tzctCxbGIaWyeEAIzCDEsaijUaj9jc4kxyMLFoWgFcd9QiSL4rn73kPXzSP+qo3Gr75b3t7u0ZGRrS+vm4bjkXHexKQMT/z8/OGhq6trdmm3tjYUCwWswPw0qVLWlmpCRx6VBl6YxDURB+gCPf399eJ2rC5Ojs7zVn1yDYbmQCE+eHQb21tNVXVZDJpSrWew04GLJvNan5+XkEQqKuryzY7mVKPVEsyRM5nMQmWQIDb29s1NjamUqlkWSt/wElSqVRSIpHQ9va2vT/UUA7ASqUmBoMwFM8RI+brZsiQoQQGBZKM7vj4uKrVqqampiwg7+np0cLCsbgkQSNBExRH6nMRQoJqHYahtSCBdu2VF3EouN7W1lZzRH2QxbNgfRYKBVPAxcliHshOs7+am5s1Ojpq2WGcXvYXzjJOKBQ+X3uYTCYta4hqKnUtGGye+8rKirq6urSxsWHXwzwjMkIN5+7urmV8OdA4XLh/ny0FwGHP4qRLx6rUOIV8YcMI3KBRg9oT2FLDGo/HDVCIRCLGziCzns1mLctBjXa5XNbKyoplvwHWsL/U1QDahGGNcoyTxvxgF32WEsG1+fl5LS0tWeskHKWH4ycbKFxid7xj6J041mTj7/k/No5zCBD4qaee0tNPP60TJ07UqUNiD3GmGrOH/loY/ntADh+cra+vGxBy9epVo25im31GjOwT9wG7icCPc7OpqUm9vb0GIAFG+cyqzzg2ZkIBnACS/Pnt6amNDjZnr2ed+N/DHMDu+RopMhwop0MXpYxkZGREf/kv/2UT4+EM9+dPV1eXZS+Wl5e1urpqQKkHmlHO9tmXmZkZHRwcKJvNqqurq85WYHMODw/tXDk8rAkVASwS2Ps59mDA/fv37bUEry0tLVa3vb6+rpdeekl/9Ed/pGKxaOeOD7obgyBsKwI4o6OjymazSiaTWltbsyziV77yFUWjUV29elVXrlzR3bt39Y1vfENBEOhv/I2/oVwuZ/bM+x8PGo1ZWNZlc3Oz3nvvPU1NTWl5edlUdXO5nIrFop0FmUzGrnt3d1fnzp1Tb2+v1WRSzuFVQAHSI5GauCXtw2CcADSmUik988wzevzxx/XlL3/ZBKYaAzuewcmTJ+vugzWK3+HBo8YMvw8MG/cP64314N/rQXsN/+7D5pqB3w+I6oNKPpv393/v2Qb86zOWBJFf+tKXtLa2puHh4TrxTJ9llVTnp7/11lsmNAqAQ/Dug+RUKmW9wr0/y/Wwp6H0U0/KvI+NjRmrytt67A2MpkYqd+P4SAeW1WrVGoW2tLRYITa0udbWVsv84ZRQH0iDWUlmsDKZjFFRyQzhvEILRClrenraMoU8ZI9GYmSr1arVKhGssOGXlpZswYVhaL3zjo6O1NPTY0hhJpMx6il/v729rZ6eHjOwHPAETxzWftP4oCIMa3WKOH2RSE0YYH9/vw7xZwMdHh5apiydThvNTZLdPwcvTiyBGIdTZ2enfvCDH2h8fFxhGGptbc2EcjB2+XzeFK44zLxjgTEBFUqlUlZvValU6sSPCL5wIqRjh5w6D8RNCM5xetfW1gxJaxQGYo5x2pPJpGUct7a2DP2an5+vayrtDZxH+1mDiURC9+/f1+rqqvr6+hSN1tSBEZeqVquGaFcqFfudp1FhFNPptAUuvg/Vg5wenjX1Rz4rxdpKp9Pq7+/X4eGhcrmc+vr6JMn2HEwAwBWeDdTOcrls78e8Qj8Nw9Conh0dHfbcDw9rvRKhp/BsCCpA5Xy2FdEcsqNkn3FaWFv0J8U4I7zT2dlpgEO5XK4TG2CPT09P25rzSD57gMbssVhMxWJRnZ2dti86Ozu1uLionZ0dJZNJywxBFyWAu3fvngYHB43ui+HH2UYZkNY2gEQEuDin+Xze1gD7mblgrUCz9oqKZOBxIoMg0ODgoAE8QVCrcWWNRaNRAxVwyMMwNLoVa7C1tdXqZLu7uzU3N6dUKqVUKiWpJnRGPY7PQgOgYE/Zq4hXQM3t7u42R7LxoH44frxBcIft8F+e+sqaY/hggv3Ozzs6OnT16lWjC7KufQ2YP0e90/VBWWifMSULKMl6ybKWyKZdunRJc3NzFmDx+yCoKY3/pb/0l1QsFrW0tGQZfzQF+DxJVpvNPQKgQkf3zqd3an0mjLMHu+uzKv5M4n6kY0fyg4J+/o7hn5OnG1JegkjJ4OCgXnnlFbW1tenq1auWQYVNsLOzoxMnTtQJGVIPDzAHoM3fLSwsWNu2b37zm+rr67P9DC0WEIBrmpiY0NzcnIIg0ObmpnZ3dy1Y8gGAv9dqtarl5WWbdwKSnp4ezc3N6W/9rb+l5eXlOibY5uamlUH4+nRJ5hsdHByov79f6XRaFy5c0Cc/+UklEgn97//7/25JgVKppPX1dY2Ojqqvr0+vvvqqvve972l2dlaf/vSndfLkSW1tbdn8JBIJE8P7oOCyEfDg/1/84hc1NTWlbDZr5yD1slNTU8b8gSlSqRwLPI6Pj5vi+OTkpGkTrKysmKYGdvvEiROKxWKmR0IZTRAEOnXqlKRaLSsAAOvVr8dkMlmXkffPLRI5buvCueZtB3sHn5JnD4DK2eD/9T6rH97f8kGh/71fRwDC+ByeGcD33KOnqDfS2Hk/X54i1QD4e/fu6eLFi3bee7+Q9wAAD4LAmF9vvfVWHf0+Eqm1k7lz5476+/s1OzurXC5n5yaZV3wUAArOZEmmUxKLxdTf36+ZmZm6YJkv/My5ubkfCdp+pANLOMEgLxh+3+STYBGHCKQdJxhEfmtry7KUOIieigbVlQ1IAIFDTPDFQ8fR7OzstKweEt1hGBpFliwpAQiOarlcNmpqS0uLstmsVldXjYaKEAGiK/6w514x1NJxXQeZwXQ6bXMWi8WUSCSMCkhmxlNsUTJDNZU5IjNFfQSOPzUSGB0yGMwPhzxO/NrampLJpDY2NqwRrBfxCYLA2kdANe3t7dXRUU0wBjU7EE9aZoDSQf1jNDc368yZM5ZB9nU3a2trWlhYsMDZo2qeKgv1CKEnsicYeAwgc8B7+JoeAj2ysG+//bYFrCjA7ezsKJvNanl5uY6WGYlEjMKNgA9BQ39/v/r7+3X16tUHGkEOUQwiRoPskc+kk6FMJpMWXBFEAJ74lh2+1hABFtQAd3d3rR4EJwx0vb29XUtLS2ZQqftBvMhLrhPcd3Z2mlgCfRu5Bmi1/Iw9iNPja4Lb2trU39+v+/fvm/N1eHhoe8zTRanTIvsai8VMORcxn42NDaXTaS0tLWl5edkyAj7Turq6ajWD+/v7WllZsfpn3mN4eFi9vb2qVGrtcAhQNzY26ow7B9T+/n6dk4vTRqDFHgWl93RvhERaWlrMyS0Wi5aRlY4bjLM2UaqFIYCgFjR0fl6tVq2WByeSWuRsNiuppqrd19dnQmXsV+rBWYsAF01NTebokmFbXl5WNBq1Pf9w/GTDs2Jw1BszlX54p9/T0HD0cFyefPJJvfjiizp16pQ52tJx/1XWqbdVvKf//kHXiyMEiHJ0dKTNzU0NDAxIqrWFwLE/e/asJicn7T1xALPZrNmseDxu+4qglTnhi1IKvmfP+ev0FEH2DyALAA1zCsPK10/DUuFauQZex94ABMSBBhRg7wKKDw0NWRCxvb2t5eVl7e/v686dO5qamtKzzz6r69evm6p2c3OzVldXLSDs7OzUyMiI5ubmzAcol8uWFVtcXDSfhcwatgRbCehWLBbrqO+omJ87d07f/e537Rzg+fvggO+lGnV7cnLSbDdnVDqd1vT0tGZmZsxuEDSQnfQsokqlovPnz+uv/JW/osnJSS0tLZkfNjg4qCtXriiRSOill17SD37wA2vHxnW1trbq1Vdf1e3bt/Xcc8/pV37lV6xEAN/KB1QfNPxeYy9eu3ZNt27dsjWF2Nvu7q5yuZx+9md/VmfPnrWzuFqtanR0VNvb23becK4BuLS3tyuXy2l9fV2FQkE9PT2WhCHoLJfL5hvAWqlUKnr66ae1vr6ur33ta3X7kGd1+vRpq53lebHXAFB8dpIvwEz+Bpvgac98FvvKU0i9vfB2w2dU/bX6a+N98Ot8cEuCCbYXwT/X1hgYeoCMZAsK8gMDAzp58mRdAMh7+KwstiIWi+m9996zxAIxA3v/vffe0507d1QsFnX27FmNjY2Z+qvP8gMQUF7ilW9RAEYN1ts57A3r7ud//uf1j/6Rdbr6ofGRDiyl+tYaKJ4yeWSqUIUdHh42Z9MfnB75DsMaPW9ra8sadjc1Hfc5euSRRyw48rxqSZZZ4nDo7OzU6uqqoU3RaFQDAwPa3d3Ve++9Z+qUqVTKemdGIsd1hx6ZIbDD2aZRLwcUi5LA7oNqRwiIoNOwOHd2dpRKpawAmAwjwTecav4GY1mtVi3Ls7OzYzLFBHIcbi0tLXrzzTc1ODhoDnKpVNLQ0JChYkFQa6R77949dXV1qVQqqaOjwwL0gYEB9ff3G2JKIIqx8uI3HODZbFY7Ozu2Ftj40LxQXS2VSrZ5isWi9vdrzdnJCvvnTCBEr0rElZLJpCHcOzs71pDYG0KPrrFJQavi8biy2azeffddQxrJZPpAAVnsxcVFoywjAFWtVjUwMKB4PK5nnnlG58+fr7t+DBeZO36OUQfwQA2WTADPkGa6CM/4Nc76YC9B2/BrElVDRB+4d4rQU6mUPbtKpaJMJmOOC4EMrIOmpiYT2fIHSzweN4N56tQpK0THaJIdw4FlX5Ct6+joULlcNkSYPUPATTbv/v37SqVSphAr1ZxX7qFYLGpgYEBf/epXFY/HNT8/b/WnZEthRyCmAODFgXfnzh2zE2RIqW/y4JEHkPhi7O3tmbO8ublpz9ivicPDQ6OWss4JPjnMoCUHQWCgGnXknZ2dWl5eVkdHhxKJhBYXF9Xf36+trS0NDw9bv0pKFNiv0MdxIAGuyOJAj00kEkbFos4Xp3x+ft4oZtDQvX1+OH784bNffh6944MN8ywI1i0OF45sPB7Xxz/+cX3yk5/UyZMnFQSBBRie0gnbhO9x3vjXr23/+awpgjoPgCWTSZVKJXOo/XvzXoi1nD9/3s6FQqFgGRIfKHKfANXQ2QDKsGnYJJ9J8YF6Op02UBqmBYrm/nOgi/tMaaN2hM9sSvVOKfTY5uZmLS8va2ZmxoIESVaysLy8bODh5OSkEomEtQKSZP0cr1+/ro6ODut7PDs7a+dAOp3W8vKyhoeHlc/nrZTivffes7nHl9nb2zPwt6mpSZcuXdLQ0JDCMLSSBbK0PgvFvRHoh2Fo5UvMG2dHe3u7lpeXDfACGPYBN/PEWr906ZLOnDmj8fFxLSwsWGDU1tamtbU1tbW16cqVK/r617+ue/fu6amnntLExIQ6Ojq0tLSkbDarjo4O/bW/9teUSCQ0Oztr6z2Xy6larapQKNhz5lp8cqAxi+aDPX5OUmNubk65XE7b29uamZnR2tqaLl++bNl7gouBgYE6EZ3W1lZjzbS1tWlgYMASCpz7qVRK09PTdT4M/m8qldInP/lJbWxs6NVXX5V0rHnS0dFhmU2/bwjk2bcwCTiDAFnJtHl7wLw07itf0+izidIxWAMoDTvCD392sj48HR2GEFoF2BrAK1/32ajW7M9hrvP3fu/3VCgUNDExUXfNPsPJ9fjgmz3s7Rx6AwDNQRDo7t27JmLKuqlUasKUaKUA8DDP8XhcZ86c0dramo6OjurAEuasUqmp33//+9/X1NSUPmx8pANLHJxoNGq0LGq2aOPgVSfprReJ1EQ9qNnDyYVrPjo6qmQyabL1Uk2Ra2BgQENDQ9rd3dXKyoplH6itotXC3Nycdnd3VSgUrIarubnZhCueffZZ3blzxxYUYkDDw8Oan5835wshH4I8nyUkYxCNRq3GzKvJeiTFow0sFDakRxoxJEEQWBE9TjV1h5VKxQRjgiAwuuHR0ZF2d3dVLpe1sbFhhw4BSXd3d11rCihxiBKhaEoD5bGxMavBmp6e1vj4uGU+1tfX1dXVZVQVMmXUpvn6Q4JvhE4qlYplh+GSo8C6uLhozn0ikVAsFrOAh7nzh/vu7q6mpqbMSZienlY8HjexHdBTXwvAupWOHQcCYep2fvCDH2hxcdHo2H19fVpaWlIikVBXV5fW19cNfGhtbTXO/dHRkcnVHx4e6syZMw+kqnnaBgab9YCTAyU5kUgYjZFglOANBBajTXsCMqiSrA3HxsaGiT2Q7cSQE4ym02nb0zijHEA+2IL66IUoUA2FTsvh5usCV1ZWDDRBGdCLISQSCU1MTKhQKKhQKCgSidRRc2kntLW1ZUqzNNk+ffq0fT7XViwWtbi4qL6+Pm1ubmppacmCJ66rp6fH6k97enosCCaY5CD39GACRDKUnupPgEsQurOzo5GREbtvbAvZaChtnpqLE0uAL9Ucb9QFeb44l4g8YH8I3mlRgpqzl25nPXHAQXPm+a2srJjNYh2wVuPxuNWa4zyRPcYZTaVSVqf9cPxko9EBY3CeSD+cWfHoOCh/IpHQxYsXdfHiRQ0MDJhzCLjps0w+g8BneTvRmOFovAacLWztwMCAUqmUrl+/rtbWVqOmAzqurKzYOXDmzBlduXJF+Xze1h1aCQAu3mnFjnrFde/g+iCYeyNAPjw8NABQkr1/e3u7icj4TAhnIWcAZ54PRBiN33PNh4eHBkYSnFYqFX384x/XzZs3zVYtLS1JqtHSu7u71dPTY+BmEAQaGxtTNptVqVRSqVTSmTNn1NraqtnZ2ToAcWFhQY899phisZiuX79uASq149gGsjijo6NKp9O6f/++2RkyspxXPhOFTePeOFOY50cffVTlclmTk5Pa29szYIw54Rl5Rg9BKsHXwMCABSbYmEKhoFQqpba2Ni0uLmpra0snTpxQR0eH1tfXlc/n9Uu/9Evq7u7W+vq6tra2zK+Cxo8NfdAa8Wdy49oOguN2ZSMjI5qentb+/r4p4O/t7enZZ5/V3t5eXbYQ7Q7mwLOEDg4OrNUTbBn2ED1WqUFl3vEhe3t79YlPfELvvvuu9vf37SxIpVK6ePFiHZjSuEfJuHPOcJ57NWDswYPmgTXxoMyvD+hgCDUCPryO8jmu039BfwXE5Tn533uW14NsBMEoDED8BxIP3u5hc70NJGM5OjpqSvlc19HRkcbGxvTEE0/oO9/5jiRZt4vZ2Vk9+uij5k/h10YiERPzoQ76xIkTamtr0/z8vF2rnyd+FgSBZmdnDcT5oPGRDiyl40VGA1EQUJw2T+sC5YdfTJ0actvUXW1ubupjH/uYbt++rc3NTUWjtf55Q0NDmpyctGCIzQuljE2XSCQMeacxPI4ejvi5c+csGITm19LSorGxMW1ubmpzc9OCYwJXX4fBIoReF4ahqdGWSiWrmQLhwDhCpaOuC35+S0uLHSy+lQgHfldXlwXq5XLZahdbWlosyJFkAaanuR4dHam3t1ctLS06c+aMOYC8nuvr6ekxagYtVcgcZ7NZE8SJRCK6efOmLl68qPb2dqtTQ9mzqanJZNPJPIH4eHSXIBzeOO0pOPx5nhhdHBycG7KukrS8vGwGhOAVw8Pf+cMex8xnwgiGIpGasjBreXp62npm0fibgyEWi+nNN99UX1+fcrmcIpGIPR/UDwkapeM6WwZzgYFEKY75gb6RyWQsQPdGZn193WivhULB6jQJ3pkvqI+gnQQZ3DuHH44V+5Yeqx4VhEVAQO7XNgBTNpu1bDw9yRDKmZ6e1sHBganqIm8P4kjAg/Lz4eGh0bbIsOGYXL58WW+88Yaam5uVyWQ0Nzdn9cXz8/Oan583afFTp07Zfqfeu7OzU/v7+zp16pTm5+dVLBaVzWZNbKKjo0PXr1/X8PBwncIxNHr2PZToarVqTc8lmbgIdbBHR0fWn5eAFQcinU6rUCiYraEGrlQqGVV9cXHR2gttb28b+AL6mUwmjQLM5xDIUm+zsbGhgYEBHR4eGuUfm8EaGx0dtbIE7Lwks6FHR0cmGkTN7MrKitkPlBofjp98eOeMwdpv/J13pqRjJzmRSOjChQt67rnnNDExUSdEhYCVt4G0dvIiKv49f1RwiYMKwEDtLU4r6uzQ6E+ePKlUKqW+vj499dRTxnqChSLJzlHp2OFrLDHxjq6/Ln/OeVodbbO4XgK9V155xQByf5+AQqjTAlR/0Lz7M8XPy8LCgjER8Gsee+wxA6w5W5qbm3Xx4kU716g3RVzvW9/6lqLRqPL5vAYHBy2DgS3q6+vTJz7xCWMEzczM6PDw0OweADF+zFNPPWWt2crlst0jGVdft8pzIBMbjdb62Z4+fVpvvfWWgZC0k4rH48rn82bjCaz9evbreHJy0hS6ETcBSGQdvfzyy6YfgP/j98ZnP/tZm/ORkRGVy2W7Xs45fuYzlY3Bk9+HBGTUzBEwQPWGPfP9739fv/Zrv2bnN+U0iMZhqwEvt7a26sR0fDlUU1OTaSuQFCCIZ55PnTplZ9Zv/uZvSpIWFxfrehs3rlOf2W8E4PG5KW1iXTf+Lc/PB568jqDoQfRZzxpjf8MIokYYnwg/iGDXAxvMB0DRg9pbNWbDd3Z2tLq6qpGREcse+9c2Ams8/4ODA01PT6u5udYNAjA4Ho/r3XffVWtrqwYHB7W7u6vh4WGjNd+6dUujo6N1IDt+Emf94OCgent7TWsFij7rknXBXMDk/LDxkQ4sMTQ4hD5tzKajHxpKRmyQzs5O21zQtHK5nAWcZPFwXlpbWy34hMIFikNvTNC1WCym8fFxlUolLSwsWCYGeidGq7e319RRcZzh4J8/f94M1+bmplFk0+m0IWEcOAgLbW5umuHAWMCHb2lpMcrq+vq6Njc3NTg4qEwmY44wVLWenh6bLzYwDhzGCHEiT52Qao4sfawQPejs7NTp06etToMaGOreMKr0acxkMmpra9P58+e1sbFhBf845SdPntTrr79uReVemQyKJtkT6C8EyKidMeelUknz8/MqFAra2NgwZIrMEtQk0CYoIoeHh5bVQu20qalJHR0dFnRCk/DGkb/3hwivq1QqRnHifaDpZrNZo2t2dXVpZmbGVDBxSmjcDUUIZNvX/YDS+oOa5xmLxTQ0NKSlpSXLlnsHB4OOAeZAbW5uNocFQZ2uri5zfMrlstUEHBwcaGZmxgI0qeYkFItFcyzJMvN/DswwDK0eiZYYGLiOjg6TmadGgICXvdrS0qL5+fm6Omj2BYf13bt3jRYH2hsEtZpCScZ6yGQyGhsb0/Xr1zU+Pq6VlRUTXEokEpqbm9Pk5KRisZgKhYJefPFF3bhxwzKCiC8AbG1ubmp9fd1UU2OxmPX1pHYwn8/rkUcesUPYg0+S6uifOGVSTUEYh57DJZ1O23NJJpMmMc9ehuqdSqWsrRFOFYGqZzQQqEO329nZUXt7u9LptB3qCCohKjEwMGD94Phb9gBiT2SZvSgYBzWIP++NkBc0MRqUPxw/2fDOoA9QfIbFB3b8TJIBGM8++6wuX75sgm04xjBgoJX7mnSctUb0n58TbDVmM/gCYKE3IXsMm4IdLJVKlnnv7+83Ngb2AOYTTjz2hM8BFCV49DVSja/zFLtqtWoZLL/nyCbhxPkglrO8r6/PwEc+D0f5g748VbkxQNva2tLi4qK6u7t15swZq1V89NFHJUlDQ0N1jJbV1VVrnk77syAIrEQinU7bWUQt/Nramu7evWsZs9XVVaPwbW5uWqCJ4+1pn57a76/bZ1Ow9efOndONGzcMgE2lUnrzzTcNWJSONQ7wtxrfX6qVM1AGQ6ALgwaNjYGBAfNbsMOIM8Kswj/xABi+BD6cD4gItPx+Yq9xZre1tVk9OerltCijlOnixYu6du2auru765gm9Apmf+Iz46s0UkDD8JjuTbYSG83akmpnzWc+8xlJMoE3epU3AoN+LzPvnOH8u7GxUXdtnP2NtqbRNvhrarRJAKjcO5+P/+l9EfYeX5w7gBGsv8Y19aABo8GDO/l8Xk888UQdHdg/e76n/A5gg/NQkukSAMr+4Ac/ME0ZfIVsNqujoyPNzc2pWq2qr6/P4hTA+L6+PmUyGaPiP2iu8R9JUjU1Ndnz/aDxw5DkR3AEQaBCoWCZL+TECTpaW1ttY9M8228QSUapJQAkQKR/DygXxgjqyubmpqEXsVjMaCwdHR3WemRjY8M2Npu2p6fH6iqpJUqlUtajj7R1e3u7+vv7jRYHZxwDd+HCBSWTSW1tbalYLCqfz1uRNoYcMR0ydFBYUHbFYYfeCD2OHkXc8/j4uB3a7e3t6urqMjEh7gE0hHsNw1B9fX2GQhaLRS0sLJjzT91Ub2+venp6zJBcvnxZpVJJIyMjSqfTamtr09DQkLVqGR4etmuH1ke9FxmotbU1y4pJsgxgtVq1VP/e3p4WFxe1urpah+bRn5TMK4YJA394eKjZ2VkzxpLqrgXasEfAMHxk2STVOVAcEi0tLZqenjZjRYYWJH5vb0+JRMKUTPv7+y2o297etsbIZN8a6dC+ZgcwhrXPHHFtXV1dRp/AMSGjy73R6oF9ks/nzVnBASRIbWtrq2vaTLDKmunu7q4DQwCOoD1BOTs8PNTMzIw2Nze1sLCg5eVlFQoF2wdHR0cqFAqanZ01Aw3qt7e3p3v37qlYLKpcLmt2dlbvvvuu2Y3JyUmVy2Wtr68bpZ17nZubU7lctkCIrCZqe2QToawWi0Vdv35d9+7dUyaTsWAchBP2wNTUlAkn8LfQqtva2pRIJHTu3Dk74KDQkY33xt9TVRG8Yl+zrlOplDKZjHp7e5XL5WyuodzhSEIT7Ovrs70gyejhiUTCassjkYiJZCAI1t7ero2NDa2srFh9Jw48Dhn0d2qUJVkdNW1joLaTSWZPM0+sLQ7CRCKh7u7un+7B8+d4NAZrDwoysYs4XiD8ZBxHRkY0Njamy5cvK5lMGrVekonWEVhgl4+OjqwHNJ+LreL88/XcPlOIjePzUYddXl62LJ13Lre3t5XP5y1DiS3HzpMh9HRTz/jg2nACG8sefAaikcoLsMT6xWk9c+aMksnkD2ULoBbjCLOHGh1qgjEfdOIAw0KC4QNwRy9tWm8cHh5qaWlJ29vb2t/f161bt5TP542BIdWyY8vLyxbw0gpja2tLN2/e1LVr1zQ/P698Pq9//I//sTGtNjY2dO/ePfObWlpa7HPwkVgX/qxiPn0AyHywHjKZjPl2fX19amlp0fXr11UqleronawB2DfNzc168cUX7QxGK0JSHWsCP+/w8FBvvfWWnSmHh4d65JFH1N/fr+bmZuuJTe9NgG7uWZIxsnDyfUDp77MxwzYxMVFX7zY6Oqrx8XE77wcGBtTW1qaJiQkD8jo6OlSp1DQxEF7kbPf+EZ/v1x2gCdlJ76sAvuzv7+uxxx7T008/bT5L41wTpHFG+f0L4Em9H0AMZw+ZV/7GBz58BplL9h8De+H3Nn6R9/+9CBav58s/H/9++EPMS+Oz5Fq90A/Kq773u58jQCzWJloG0WhUXV1dBuh73/zixYvq6enR4uKiNjc3NTU1pVgspkwmYxoke3t7euONN3Tr1i1LSkCv5RmTteUZ86wag+5CoWDlTx80PtIZSwaBQiQSsfo2soo0BSVYZLGSFeCwA730NFmohjjA1A+SOgcxj8fjttmbm5vNWIOekyXM5XImIgD6hEorD7Kvr88WL3SJrq4uczqr1aoFzQTSQ0NDRuWkzg6DS/DEQsDAJ5NJraysaH5+3tplkElbWFgwY40ip1RzLicnJ9XSUusV2NfXZxlhlHiLxaL1rKtWayIvfX19lqEiS5NOpyXJUBVq84IgsFYuZH4oOCYjg9O8sbGhzs5Oa85OwE/ww8Zramoy8Q/QN7KjvibVUzzIVh0eHlrjXH6HMaMXItTTWCxm7RL8oceG9PQPDJMHLDhoATnoTQW6S9Aqye6dNXt4eKj5+XmrVyAb4Ck6GDepvnE52TnQTYIT6Zh+I8kOYb8fuEaMn89ILS0tGXDA/BJUIdzBvgW9z+Vymp2dVaFQsP3BuvRgDsEbNdTUsnA/ZMFaWlo0MzNjFI9IJKKVlRVrCD45OalqtWoOJlTofD5vNCf2GRl8ZLo9rR7gZnh4WE1NTXrzzTeVSCRMDRfRItrYHB7WekY2Nzfr/v375ryw3ujB+cQTT2hjY0NNTU2GSqNsSXYbyX/WL/uFWiHsI7TxMAwt00nQFo1GrQckgBxrljXQ3t6uUqlkYIVXbkUpm2wPe355edkyGChRs8awrQAxbW1tVi/MPCOihXgYDIiBgQGzs4VCQaOjowaooQT9ow6/h+PDh6e7NlL0/FdjhiwajWp0dFQf+9jHdOLECXMgfRBBfSB7nO/39/cNiEXsBQcX0MPTQz3iz5dnTRDwkun2/a593RU/Z78g9gbYQisp7KenxfkMbmPGhJ/hZOKkZTIZ25O8jnIQ1j82mnn2mRHmE4fZg4PcM9cKiO4db87GarWqyclJnT9/3vydVCqlfD6vW7du6cyZM9ra2tLc3Jz29vaUy+WsTzBAMXZidHRU0WjU1NpXV1f17W9/29oXEFhQ4uCDP56PTw4wt6w9SjAItJlPgvpUKqVf/uVf1re//W194QtfMD+mUqlYeRLryWeIKpWKvv3tb9vcHB4e6nd+53cUi8U0MTFhfgDztr29re9973uSjltQ3b59W4ODg0okElZHLB33EvZ/y+dwruEn+IwVa4bfcT4gUra7u6t79+5Z8gBQHMG03d1dAz1h+aysrNSVxAC4NtIxmR9e17i+/ReAu2cb+Ln1toP38EAVz5t9gQ5DNBrV8PCw2QSC40Yb5FkLHgB60GdLqgucuH4y2I1ABXuJcxXmm7cT2CM/J/w9a9ffK/6dJJs7gmSCXc9U8EBvd3e3gcZcUzqdVkdHhz7/+c9reXnZ2JL0o7506ZKmpqaUy+V06tQp85NaWlpM4JCEBuuUIJk9x5oJw9BiEQLjDxof+cAS5B8HE048hbG0FVhbWzPnhCJ4aur8+yACgsHylIRUKqVqtWqO/ODgoAm2QC3AoQGRxQBTm9jSUmscTO83f0Dxe+ixoFzr6+tG66GJPZ9z7949xWIxM9qDg4O28KRjegGIE/VnoDbURB4eHlpfKRBNFF6h5vT09GhwcFAbGxs6ffq0ITSgPV1dXRoeHtbh4aEZsXQ6bbWuiPWAELNQMXAET/7aCSjIOhMcEURTh8Z7cB8E0PzLoUKwxc+8KAOCQNRiwCf3VFXvbPGsQHW8k8P3bEoQPoZ3kLyBh47KvXMAeEVPVPX29/c1ODiod955R08++aSuXbumVCpldBfqKnwmAUfFH1Y4+wRJGCXm7MSJEwaieGeJWgiMIwG+79vIelpbW9OJEyeUTqc1Nzdn8uU4GjzXSCRiar/UIhFM0MYCcYh8Pm/tQJAGx/BTV5XJZAykmZ6e1uHhodXFLiwsWB9V6gcISgAjuDZqccmy7+7uqrOzU9evXzf6F3MKJQyKV39/v6Rj2lksFtP8/LzS6bRJ89O3tlqtam5uTpKMCi1Jc3NzmpiYMKcTJJPsDmBGR0eHOjs7LainFhL0HGo2IAYBI2uhs7PT6iE964DPzWazVmZAoO6BnkQiod7eXjugUCREzTcIAnO8SqWSBgYGtLGxYesU1BaEWqo5fuvr6yY0QW9OwKjDw0PrUYcN+CBq0sPxJx/e1nnnkgFoJx0DVV1dXXrkkUd0/vx5Xb582Wr2YHMcHBzYGR2GoTF7oGUD4FDCQIDlMxPeVvgAg+9xAL3aMvuW7H2hULC+zVKNLk6GmxINXg9Qg0I5PgGfyff8zs9RY2AZhjWlWtqXAepgD/0Z420t5zTvw9nrs1n+/PF+C4Am5Tz0bvSsJoBXnkMkEtGdO3fsLEXsbGRkRIVCQS+//LLa29t15coV7e/va3V1Vaurq1pZWVF3d7f6+vq0srKib3zjG0Yp5XqodSd4Hxoaqnt+iCZ6Zg1/S4AqHdP9AR3IBD///PPK5XK6du2aDg4O9OSTT+qv/tW/qvn5eX3nO9/Rq6++aqURgNnoSfBe5XJZ//pf/2v9nb/zd5RIJOz+29vb9fLLL2ttbc2e1fLyss6dO2dZyEqlYgBcJBIxaiyMDHwO/BACTR8UNf7LnvjMZz5jTLP5+Xl1dHQon89bHfzBwYHm5+eVSqWs9RVn4OrqqoGx+LZk2LC9fu362la//3yWzWfnCPA+yJb47CvrEg0H3oe66KOjI5XLZWWz2br+rb4cB7+jkVHROBpBIIJY5tzXeOIf8d47Ozu2VvzrsQ2NPqH3sRqDWDLwgEn0bmfN+KCca/DrPx6PK5lMmrjW9va27t69q6tXr2piYkJXr161s7uzs9O0QR5//HFtbGwoFouZbsJbb71Vx7bzjAuunT2GjYcq29vbW+fLPmh8pANLDhQMzPr6uj04sgk8aI/WY5jJUlYqFUPF/UbiAOOLmrFoNKpcLmeoEE4PD6e5udkMciwWs6xkc3Oz9bXE6fac52q1auIpZKPy+bwqlYpSqZTRLync7+3tlXRcX0QwjYCNN7o4edlsVk1NTUaLQ0CBWlP60rW0tGhlZcWClN3dXavZY+NLssVI5hbEDrSZgBClTuTMocVw35IsIPbIniQ7QHHCocngzBOYNTc3a2NjQwsLC4ZQbm9vGzqME+HplawHqIIexY5EIpalwuhCGTw4OFChULCAJhaLWd1fuVw2EAI6H1Qn7r1SqVhm0heqY3wJaKgHjERqIj6olFarVUON1tfXjeK4tbVl66nRweb7B9Uy+c/m8wnYCDC8wA1ZL6grvCfquPz/8PBQ+XzeAkEOKKjT0K4x2JVKRd3d3Xrvvfes5oYG3RwOiUTCqEo8O+pv6YFIX9G5uTkTmKFgnezIxsaGZf2g3nEN9Fz1B08QBPa+h4eHmpub08bGhhYXFzU6Oqre3l4DRwgsobSjCD0+Pm6OBFlbSTavNBXv7Oy07Es2m7W62lQqpZ6eHjuA/X6HTo6iKkEk4gPIyUv17SRaWlpsn3d1dRkVmZYLCCjhREE3Izu4vb1tNcEEqNDScag8eAaFHVsDaMa98Pmrq6vmgLMOOJCPjo6MpogzSrYrmUxatvnh+MmGdx6lY5EMhnd+cEqTyaQef/xxPfnkk1abh6q6V51EJG91ddXaUVBLBLDgswLe6fVUQR9Y+t+xpnBcKc/g+93dXa2urqpQKNjnsp5HRkZM3TyRSBhgDKKP7cNJ5HuusTGwZK68veUMxnHkPgH3COQaMx/sL5/99HRg/zm8t8+EdXR0aGxsTGFYa5m0vr5u98deota9ra1NyWRS169f18DAgEZGRlSpVHTr1q26TCB+xPb2tqLRqG7dumW9LwuFgsbHx7W/v69cLqdMJqMf/OAHBk4dHR1pYWFBuVxOm5ubdn8bGxtmvzg3AcV9MN9IF8U3oKZ+dXVVzz77rH79139dExMT+sIXvqCrV69qdHRU/+bf/Js6BlMkElFPT4/5WQsLC5qfn9e//bf/Vi+++KIJ40myzDVzjdLwnTt39OlPf1q7u7v2nuhrkEVcWlpSMpmso3rzvPxabqRU44OcOHFCv/Zrv6Zyuaw333zTslHb29taWVnR3bt3tby8rP/yv/wv67KTlJ7g3wB6ok/BPgGE9uuOrJmff+aCNcoz4DMbh7cT/r0J1gBqn3zySZVKJc3NzWltbc1US2ENeMaUt1XMWSMI0WjTfBDq7Qp7iWcHyEKpCSAAn4P/5gEj3teXA3hwiPmj5eC7776r559/vi6wxtY2Bvv8izAdPndzc63X6MDAgC5evKjJyUnNzc1ZV4Xl5WXNzc1ZmRmK7efOndN7770n6VgMyd+LD+IbA2hA/w8bH+nAEtQnCAKjzDFBOJNQEXDUUYalUTs89Hg8rkKhoM7OTktVQ1nj/2yqnZ0d3b17V48++qi1hZBkji1iPmEYWuAhyWob4fxz/VBBOXC3trZ0//59VSoVc+wIWrwIEYfQzs6OZTAkWWNiHEoWYUdHh/V0am6uteaYnZ01pJmgBMOTz+d18+ZNPfvss6Z4xeLE+evu7lYsFlOpVFIQBFasjjgBX6VSyVQ4u7q6tLOzo76+PgsQyDyilIYB8tLTZE4jkYg5CxzKqE+y6aVaAJnJZCTJ0BnqSSjKB8GuVGp1lYASODlI4nsaKo4uCLYHNAhecQzCMKzL6u7s7BhVywe1zC3ZF4K4pqYmzc7O2nxAhwToIPO8urqq9fV1c+aLxaK6u7vtc9kXnhqLQ0Jgx/2RGezr6zNqKBkEL4vPAUsGv6mpSWtrayoUCsrlctbXy1PC29rarOE1c8NhtrS0pN7eXhNHmJubs2B/fn7ewJr79+8rm82ac8PaLhaLhgYSwPjaU9/mhFpF6pxwMAjy6YfL+/ngin2RSqVM1RWABoW+MKzVFnsKFoEm7Acyda2trbpz547ZGajm2Jr19XWj0eKsoH6KY8laB2lEmdXT61nnzD02lPVAgMrapol6oVBQR0eHZaQR30ApEaCHwxynPAgCYz9w32SAZmZmLOPK3obdQEalpaWmOM0BSpDMNfEa9nF3d7dmZmY0MjKi7u5ura6u/mkdNf+nHKwr77Q1Zo0AXYaGhvT000/r3LlzymQylmGTjoUuqJ9DDAWAEyBldXVVfX19ZsM2Njas1yOgWGOAyXU2BppQ8xGlIGsJUASjgWzp0dGRRkZGVCqVLLPT2O7Iqz6ynwnevI33NUk+GGfAGKJ2zGeuCCh4D2wSoDVgOPuPgME7hFJ97ZnPwly+fFkrKyvGiohGo2azUdJfW1tTGIbq7u62Z0Zv2iAI1NnZqfn5eeVyOcvObW5u2lrI5XK6dOmSBgcHVS6X9ZWvfEXnz583HQeER7a3t5XNZjU0NGR1W5xRfK4XzfOBQmMAwTnq63Gff/55PfXUUzp58qSp23Z1demzn/2sfv/3f9+CKsCLaDSqbDZrdmNnZ0ff/OY3dfv2bT322GP67Gc/q1gspnfeeaeOoryzs6Ovf/3rymazWlhYUG9vr4H6nG34BegLdHZ2WsLB1+Z6u+wzWHwBRp8+fVrr6+t64403tLS0pLGxMS0uLioajZowJEyW/f19O6MJcHp6emxP+kycD/6k44xVPB7X+Pi4isViXYKG0RhcefonZ7SnfvqMI6DnY489pmq1qkQioStXrmhtbU137tyx5AOsGTLBvD+fz/kGWM8X64S91Ejb5feITQHs4Kf7IJU9xnPhXnhf5pif+wCY+wWoL5VKBnZ5EK8xC+sB2/7+fmsZRFKKGufz588bm2txcVE9PT3KZDImVvnKK69obGxM7733ni5duqSzZ88aMPaggJzn5a+f66Wd4AeNj3xgST0c/1IsHYlErP5IUp0Bp6k6G5WHA+pFdhFDz2JNpVLG/SdIY+NBI8WQozIJTRU65eLiogVy3mBSO5jP5+ucYfovkZEB2dvb29PKyor29vZMpIDmptB/mpqaLPiiJouMFygbDuTy8rKpiA0MDGhlZcVQrampKesV5w0C986hDXXQ00bDMLSA/9atW+rt7bXGy2wyFCAJPFjc9BeVZM+DueXavCosr4tGo1peXjbREwRDyAhx7awbqCXMIyg2KDVCNBgkMokobJIRZX4ImHgPaH2bm5uanp5Wd3e3ZVOOjo40PT1tGW+QVuiY1M9Vq1VbM2tra9avkp6mr776qhk27jGfz2toaKhuv3iDhaPFAeGL1TFmHEwYWwLL3t5eXbp0SXNzc1pdXdXQ0JBaW1t1+/Ztq9VjfgiQoV6yBlZXV00AoqmpSffv31cul1N/f7+tJYQ3MPzUKE9NTWlsbMwyhFChlpaWLDvis3ass0qlYsqUPqDmYCIT7qmY0GLHx8d1//59A3hQLD579qzm5+e1tbVlfcV4TmfPnlVHR4cFWTs7OybiMzg4aPUkOBnd3d06ODjQ5OSkUqmUZmdnNTAwUKcQh4omAlqIK/X392tqasr2JWUABwcHRrvFDjbSmQ4ODoxOSzDN9R4dHVndW1tbm0qlklpbWw2k29vbMwAGx5Dm8u3t7cpkMlpdXbUAEOZEa2ur9TWFeo+zTYaaOpCmpiYTXrt9+7YSiYRu3Lihixcv2kEei8U0ODio/f19raysPKyx/E8cjQ6HdCxIgQNKLdSzzz6rq1evKpPJmGga1Esv1gGQQ4lBS0uLstmsAW609dnZ2VFLS4s56YxGup5U39cOdN0DgoBXnA2Nf0/gtrS0pP7+fttjKysr6u3ttfMWO+Ydfs7tRufZBwONWY2joyPrn5lMJs1HACwkQOVf72B6gBOn2tt1zs4HZWukmkDHE088oTAMtbCwoI6ODi0sLOitt97SpUuXLNBAmG9tbc32Vm9vr27evGnCdHt7eyoWiwZ6Dw0NaXx8XJVKRWfOnNHh4aG+973vWcskmAYwEZLJpD1f2FNkh5kPgjOcbe+DeDCL+eD/PT09OnfunLXp4plBaxwdHdW9e/fqAh1q9Dn78OXu37+vhYUFbW5u6oknntDbb79t18jzv3nzpp01sVjMAs/W1lZTdgck39vb06lTp6xDgM+gNT5bnh1rKwxDDQwMqKOjQ48//rh+7/d+T62trRasX716VadOnbKWEJQY+Z6xtAQjkGrMjrFPABybmpqMBdQYUPisK4M5bdyznDvVarXu2SUSCT355JMmSkfGmj6vlKx4AIHP8dfu/8UeYDv4l0DKD1hDgGE7OzvK5/MmOOkzq+x5/A2fseV98XP4OeuEa2X/IJ7Edfr97jPVvv5bku3ZN99808BlAs2nn35aY2Njmpub09bWlt555x194hOfUDKZ1NNPP60333xTIyMjOjo60qlTp2y9sjaZK2yV3wvepyJh80HjIx1YslGi0aju37+v6elpo2kVi0UL7gg8QA84aMhIoYbU3d2tfD5vQYxHeKrVqqGMtBLBSEBfw4lGoAPqFq/DeapUKsrlcobEsmB3dnbMkfa1UWQ/yRBAe4THD80iFotpamrKBDMwwslkUqOjo5Y5IDu7t7en/v5+o7m2trbaBj579qxlcFFyPXfunBnbpqYmdXV1GcID+khNqQ8speOWGuVyuU4EBfQGGfJcLmcZoP39faVSKQswPfoDqslBzuKvVquGHu/v71swgXIn1Fj45isrK9bfCRVLUNf19XVDlZhLrgFjw7rxtQr8S/DI4QgNyjtsHIYYS087hfZBVoxsaxiGFmDxHMluScdGlO95Bv55eNoWRgxj5zMMvb29prhMHSKHMEYPpcdCoWD7D8eQ+4Q2C+UYeg7zsru7a0Hs0VGtR+HIyIg5oysrKyb8wd/QO62zs9MyE6lUymhv09PTdXQ49lqjg9LU1FTXbgdxHKlGu+3r6zNKU39/vwYGBrS6uqqlpSU7aNPptO0NSaZgeuvWLZ06dUqJRMJUbwlqqV/O5/O2R6Bxd3R0mHQ8+wXqO6ARmWP+D7AwPz+v2dlZjY+P6/Lly9a4HGeVtYDdAeVkr8Hg4FkhtgHqDhMEJwXniLXV3t5uQjxf//rXFY/HdenSJVu/Gxsb1pKou7u7DuCBQcIhSyDM3yHewbqempoyUQOCGQbX+3D8p40H0aRgKjz22GM6ceKExsbGDCgky4S9YB1BMwvDUPPz8wawcdZJUj6ft1ry5eXluqAJJ80Hl40ZOYBOSQbQktnjfciEwSDgbAfU9Arm7e3tBnJVKhU706XjeirPBPB29UHXixI85xPiZ/gpkoxmR6DiB4rIYRiayqifo8Ygk+v0/0+n03rqqac0OTmpe/fuqaWlRZOTkxofHzc/IhKJKJPJ1OlFZDIZyzxeu3ZNk5OTkmr299atW3rllVc0Pj6u/v5+ffvb39b8/LzCMNSdO3cs+9PT06NqtUZVzmQyCoJACwsLam1tNSYVvpp3trln7DZno2ffMPcEKAAbgPWcV7BxEBVifW9tbenWrVu6cuWKlpaWrBaf8/mll17SjRs36nwCQESYEyhyjo2NWc0tCtlkewHmvBqypxxKqgNj/FqHDlkulzU4OKhnnnlGjz32mL73ve+pt7dXp06d0vj4uLU6gebN+QAtuVqtGnOgMVPKv9jZpqYmC1xjsdgPrUvvVzQCGvwMP5r1zboNw1C9vb3GLASMxy+rVqsaGRnRxsZGXSkaz5195OsjPdDE63xwh23gHtBIIYEDaOz9Oe6L0jL8T54fdoA16tX1fVB6eHhogeHKykodAOVtBvOGjWGdlkolnT9/XmEY6uMf/7ju3r2rd955x7LttA+hJndoaEixWEw3b97UlStXbB0CvpOI85lT7Ch+PnadOeju7rY6zw8aH+nAkoeAmtL+/r4FdWwkFpBHG8lA4qBFIhGtrq4aMoCR51BggeCUkfGEAoIjRIYRJIheTiwIMiJku7yMMhmutrY2LS4umqgNC761tdUCLO4bpLS9vd2yrz7gQxmzs7NTJ06c0PT0tBlFnEdESTBClUrFRG1Onz5tQhlkJXHGoUeRUfV9nDgUMEzUSfX392t2dlbxeFylUsmoG/QphGLKpuB9BgYGrE0KAbskE3ug9gVnBkOA4SZQkWp0ZBpBg0aRsSYolWQZQjI4niqCg4GoDk4JIIcXqCCTyTzBpwdU4NoJtpaWlkysCdEiEHQcNIIO/g5nKQxDW1McUjhzHMaeAsI1sC+kmpMgyfbT4uKi0bE97Qt6Zrlc1sTEhFpaWjQ3N2dBGlk/xCIQmiI7gBFnHR0d1foykqHr6urS0tKSGTlqgJhv6B6gwn5OeQ5BEJgT5+tHMKZkyvlsKF/YDTIJZLwzmYzu37+va9eu6dSpU6pUKlZjDZDQ0dGhj33sY7bXWltbTWGWZ0obAxgPiClgj2jdQs13IpGwjPD9+/cNUZZk2UXAL/rxtbS06O7du7Z+vJgQc+GL8qPRqDY2NpTL5ZTP5y0QQMY8DEOrv0LVGWYATA+QX0CaUqlkfff29vZ0+/ZtXbhwwSiHOGbYrTAMrU4cmwaqi2NLhhM7Xi6XrZYXkRVsOc7Qw/GTD08B83Z1dHRUp0+f1qOPPqqTJ08aaCTVgp/V1VXbszhGiERRo09wSuZ/Z2dH8/PzBhJCg/ZZqQddmw+keC1BI+srEokY+IlKpiQ7XzKZjAYHB7W6umr2yaup8v7Nzc1mw8lW4Rdwnz4Ab8xWJpNJm5+2tjZlMhmj4rJ+/RnUCNDiyGLTfEaZz/D/ZzA37PX29nZdvHhRuVxON2/e1NramhYWFjQ6OqrNzU1jLEiyvXnnzh1NTk6qtbVVq6urisfjWllZMdExSSoWizp9+rS++93v6u7du+rr6zPAn99/+tOfVqVSsZIUzmxUZz3YiZ3zwYH3Q3yGFp+PjGFLS4u6urq0sLBgoHMul7NyILLYPDtovdCE+R1giCTNzs7amdVIdy2Xy6ZAPjExYXWnYRiaje/u7lY2mzXgnCSGHz7rxuAz6GMICPupT31KY2Njikajeu2114z1RVkV7DCAPs5L/CCfzfX0Tiin+IYotHZ1ddk1+LXnKak+W8ke8wCBvy/WIv44QRn1zYCaY2NjSqfTVuIFq8onEhrfm/3amKXknr2gHb3fAbLZAz4gZu54pn5vcy08v6ampjqQk/UVBIGGhoZMPR1Qlb9jL/A3PluID3h4eKi+vj4Vi0V9/OMf18bGhvWIPzg40MrKivr7+xWN1tS5AbRheUk1LYXFxUUr3eHzG0F37zvBVmtra7NOER80fqqBZRAESUlflHRBUijpv5Z0W9L/JmlU0rSkXw3DsBjUVsQ/kfQ5STuS/moYhm9+2PuDAPCwMfoEjkTiBJcUTJP1YeMQwJVKJR0cHGhwcNCCGlAIat3a2tpsknF4vQPJYuNfAjeCLhbf9va21RfhEBOkEtxxwARBYNknf1hRp9fb26vm5mZD/Vj4GAWcz4ODA6tbYXFwyBJYgQRWq1XNzs6qqalJKysrisViWl9fN6Wuzc1NW/TSseopDh6HL4HB9va25ufnlc1mtbi4WNfIHBSRzK4XEzo4ODAaLhlV6mkxVP4gZlMHwXFrGZ4xQcLrr7+uF198sQ7tpLGsV8vFWfa1m6yl9vZ2qwcLw9Cy4zgcCPhgGHkmHIQeGMDIVatV3b5929Ajj5hxbxgrHCfWuHcm/MHH/PjXEFRQn8t+YE+hjgpYsrW1ZW0BqE06ODgw52NmZkZnzpzR5uamYrGYBSDJZNL6pQ4PD1sQTfNexCN4dqC7rG2uPxKJqFAoGLJJixgO9WKxaBnbo6Mjy15RywtSjaBMI8WENjG+jQjPDcEq7EcqlTL1yI2NDWsj0tXVZXTYN954Qx0dHRYMEiiCgkK3px0HNZUEugMDA7p79671d11fX9fCwoJOnz5t+4nn6ekpBPUEmuw11ORwBlGK5r0QzMhms6ZYvbq6Wpf5wenimZBZ5Rl2dnaaSA9oaDwe19NPP6033nhDp0+f1urqqt59913dvHnTGqpDX6XnllSrQePZcC/RaFRLS0umnI1jSnYcenMkUqtfJfP8cPzkwweVAHiJREKPP/64hoaGdPLkSUUix/1IsRtBEFgDeWw4VC0CJYCDo6MjpdNp6+9269YtU2+Xjms4vZAENkyqFxViXwNUoKiOQ39wcGBrOAgC01jY2dlRb2+vBgYGrPYXpVQCED6L+k/OGHwKP2fYa5xdzmwy7yg2Y5MAnPFHAEwJ1HEw2etcH6wWACLvPHsAkXlmbvBfAHuHh4f19ttva2lpSSMjI0okEtrc3DSF17ffflvFYtFATAA/X3axs7NjNuLatWvGFiJTeXh4qLGxMT3yyCNWDkFQiUAPZUueyki2zWcsfZaP4f0u5rW3t9ecbZ4LdfGA3cwx5+Th4aFu375t9HzPxPBUVT6L50L99927d3Xx4sU6v4AAkgCG+kfWR2Mg5n28xsC5VCopk8lYkJFKpSRJly9fNtqoJPNNtra2LOPOeQxw7+0jvgN+L9cbj8d18uRJC4ah1VLv722Efx7eB/bJEM55MsuSrG8rfjb7f2lpyTK7BwcHam9v19DQkJaXl82XJRjkswk42U8enMB3A2wNw9DmBlZjf3+/5ufn6zKeksxf4Jo94IRtILvoM8+SzPf0DEp60PPePAv+lrkjPsD3w+YMDAxYB4CWlhbr614sFnV4eGggPu3DELOD1jw3N6e+vr469o+3JZ5NCaUaWnc2m30g0OfHTztj+U8kfS0Mw18JgqBFUlzS35X0zTAM/0EQBL8l6bck/R1JL0o6+f7Xk5L+2fv/fujAcHNo+dQ1yCMZSx/UgfB3dHRYzQfy96T6+TvoL+3t7bZZq9WaTDYUTpxNnGAUmVhsUAN3d3eVSCRUKBRsURAII7+N4fc0F4wQ1FuQORxFKKQYTOq2PLUgFoupr6/PBAtYVGRLvcKnD0bz+bzGxsasbxL0zJ6eHgVBoHv37ikIAqMRcw0YFLJm6XRa6XTahG4IFNgsBBmeQoVaJc4Iva+gcTA3rAWPfDU1Havr8jldXV0aGhoy9IlNX61WTfqd/mcEZFtbW5YVwyARaPHMCEQk1YEdvjaR4Acngyzm4eGhFhcXNTExofv37ysWi1l2E6MKDZo1gZHhOr0x83TVnZ0dkztnDjBy1DWtr69rZGTExF9oueEpEyCyGOFoNGpBY39/v7773e+aKE9bW1sdVQKDBA08kUhobW3NxIYymYwZtp6eHkkyoIS64Xg8bnL2NO/mkCczzVonIEGRFycIwaGDg3rFaDKsKBjzd93d3Qa4MGee0tLZ2WkCFh7g4PPu379v9oY1TT8u0NSRkRG1tbXV0eaj0agef/xxxWIxvffeeyoUCjp16pTNH8GpdOz8+7okatSow4zFYibIgV3g8I1Go/b5rFWp5ph4aioH0tbWlvr6+jQ7O6tSqWRAwNLSktrb27W0tKS+vj7Nz8/r3LlzRmevVCq6fPmy9vb2tLa2ZlkkqPkg+nwGGU1JFngsLi7q0qVLZheoR2Nf8Hy8MNbD8ZMPgAVsYn9/vx555BENDg5qYGDAWr5IqhOpC8PQAEvAXs4CMtlQwgguoKy2trZqfn5e0WhUY2NjdXQtgsjGLKCnnHlHSTpmYLC3CJJ7enosSwFg1NHRYfsyk8lYthxFeR98cG+AHj6w4azmewBJBHd2d3dN4MjPE4EOGRgcYYBNAnuE9dg/3qFvDHL9vfvaKYAAnskTTzyhfD6vtbU1q38FEB0YGDCxu0wmYwHV0NCQmpqaNDU1ZdmRg4MDzc3NWdAbj8fV29urs2fP6sKFCyoWi1pcXDQQdmFhQel0WkNDQ3Xtjbz6rs9aSvX1h/73+D08HwA8+vYRnPT29ppy7IPoivhYnK88uwcN1hnMk7a2Nt26dUsTExMmBAmrjvIPWpVwTvEaX2PnyzZ8FjqfzyuXy5kPCOU3CAINDw9LqpXATE9Pa2BgwM5GlDwpFeEM4h58AEa5ATXOJ0+eNKCPenrqqH02z78X1+z33QetS9YJYDjrtLu7WysrK3UBLxRx7AXlMbAFWR8+g+qTSMwtTDQASXyteDxuASlBlqfTNt4fc8ZAS4LXM5ckpJaXl1Uul601FhlDT6nlX19WhW/Hue97nFerNT0NflcqldTT06PV1VX73fj4uAYGBux1jz32mPkl+NF+PfN5/ufQp30g/EEj+GkdvkEQdEl6W9KJ0H1IEAS3JT0XhuFSEAR9kl4Kw/B0EAT/8/v//7eNr/ugzxgYGAj/7t/9u0qlUtrd3dV7771nsv5sDOSKMcA4vhi2XC5nzvf29rauXr2qg4MDq5+qVGqtPuBUb25uKpPJWGYO2pfvT0SzbxYXC5nv/eEDgghaI8lqJ/2G54CBotjf32+O/8HBgS5fvmyKpo2HOkilJAuCl5aWrM0AQTGbAiNCoTFKrjSwJ/jEiY9GoyoWi7agCe4IoqCkxeNxC1oXFxcteMeIEnAPDg5qdnbWAhl665FRJcs5PT2t5uZmo+4SfPGseV/6DFKwjiLu1taW7t69ay0KJBla5qlY29vbFmCRDaNO8969e6xro74S7OPUNzXV1FLJpnOtzDGNmC9duqQvf/nLRiP11Gnm7+DgwBRjCbg8Kugd6paWFp0+fVpnzpyx++c6Nzc3tbm5Wdce46mnnlJHR4f+2T/7Z2ZYMfiSDLkiGGbfkdkFeSSrSUZ8cHBQxWLResfF43EDG3Z3dzUwMKAgqAkC/fIv/7JSqZQptr788suam5szMaatrS2Vy2UTROC5sH5xBO/du2fCRR0dHaYSCYpOLajParN+W1palE6nNTAwoFKppDAMLfuIY0jtEfWEONPFYlFLS0tG6cJoI55TKBSUzWZ1dHRkzdABMHAQ6PsGUrm8vKxoNKqhoSGjuZDxwdYxNzh1BO1ra2saHh62g4T9RAAGxffGjRtGQ4d+m0wmzfFnfq9fv2615gAtUg2ceuaZZzQ7O6u+vj7LYmHfmP98Pm8tS4aGhuxw5LAm01gul9XV1WVBCCyJIAg0Ozur7u5uJZNJyzivr69bwACAt7W1pb/4F//iG2EYPvbjnF0PhxQEwZqkbUnr/7mv5T9x9OjhPfxZGA/v4c/GeHgPfzbGn4d7GAnD8IEqPj/NjOWYpDVJ/58gCC5LekPS35LU64LFZUm97/9/QNKc+/v593/2oVWiUBCI7KFh+hQyBb70UgQhCoKaND70HQIxaGAI5dC6IBI5bmuQTqdNcWtjY8OcNZwwhCZAG+Are3qDD3Y95daj+dwHfH7QDKiSUEP39/eVyWTqit6hqm5vbyudTltbgGKxaLVTBLweRd3b29P6+rqhjhsbGyZdDAUYSiMqtVBUoMeA/B0dHRnHu6mpyWreUIiTavUCy8vLlt2AtkG9LM3VfdBMBmV1dVXRaNTatPAMEB/hmSYSCQtCmP9YLKaOjo46ug7BI1lVxH94L0958MH/3t6eiezwTPlcnjvIKdlEkNDm5lp/0+9+97tGg0YIirnl2eP4k6EHWYZuAy0bAAMpctb94WGtP9Pm5qaJGlSrVS0uLlpQQOuXSCSiRCJRhwoiaFCpVNTf32+BLzRTnu/u7q7y+bzRx1jT6XTaaFXRaNTU61KplPVDC9+nkPf09Ki7u1tvvfVWXV1ItVo1NVXWG/cGpZUWG9QOSzJACbp3JBKxNdHZ2Wnrln1H0E2GgGwmNZ6FQkELCwvq6emxVjoIHVWrVatRpVYSgIaaTWTtATHCMKyj72JXmDs+G+DAZyLIWMfjcaO+Tk5Oqqenx/rFsp6wh9Dmo9GoNV5mPUA1BgA4f/68yuWy2trajC6bz+e1u7trtZQIVxwcHFifTSjEmUxG09PTkqTR0VFjlNDX0NcqdXR0GF0eESQojdQv0UQ9k8mYSnR3d3ed8nNj7dLD8ScfYRhmgiB4/aMelD+8hz8b4+E9/NkYD+/hz8b483APHzZ+moFlk6Qrkv5mGIbfD4Lgn6hGe7URhmEYBMGPlTINguA3JP2GJBNXQY0Sutr7r7MMIrVfOL446JVKxdLB6+vr6unpqWsaWiqVLCNDAEU/qbW1Ncvm8VmIFZBpIx3v6994D4JF6glo7A5dkWCElDSBGtkEgh3qAcmO8Vregyzh7du3NTY2ZuqK0Or6+vrMQeV6qa8jO1MoFDQ5OWlCHKj2UUdBBoN+OQTBnqZE8AsdZHNz09Qv4fxDmYzFYvbMjo6OrFcoz65SqRiVhVQ/zqR0TCsiqCBARhyFuYTSS0sDgn4yzEigQ1MAmOD9uUfWG1lVaukQLaFWh2uBNkYtaUdHh9bX17WysmK1RNSb+RoiT83wdCyfsUPNVDqmOJP9gca7tbVlsv849WRaCUBRUUTNlCx2a2urBgcHbV5QXCRzjdALir8IP7GuUIKkLk9SXc3kH//xH5si7DvvvGOBPaAIVFxoc17MiQAxCAKjVJKl9uIuXrjGq/tRA0Hms7m52eiwUJcBpMIwtN6V7BfqJsfHx3X79m2rX1paWjJWwsTEhNUjt7W16fr169bDj/UCXXVoaMhay/C8H8Qwof7Di1ZMTU3p/PnzKhQKNn8ecKIGGHED6LG0DYAmGIlEjKExOzur9fV1Xbx40dgRra2tWlhY0NHRkdWstba2KpfLGd2xWCxqampK1WpVp0+f1vz8vPVzI7MNrZX2QCdOnNCtW7d04sQJy7KS7U+n09re3jaBmL6+Pm1tbWl9/RgA9j09H46H4+F4OB6Oh+Ph+D9m/DQDy3lJ82EYfv/9739XtcByJQiCPkeFpYv1gqQh9/eD7/+sboRh+NuSfluSMplMSF0FaD/Utb29vbp+h2QpJNVRCX3tWSQS0cLCgmXW1tfXjTqLIim0Ol/cKsmK6XFmyA74INLz9Mk4Uc9J/ReUMV/wT3ZHkjm8/EvwSIYJp5hrIAtEb51kMqnDw0Pl83lrv3F0dKRkMqmdnR3LuFBnNjg4aAImBF3IsUuy+j8CCbJ9ZJF9oT1BPxkUWg0sLS2pq6tLIyMjun37tgkMkaEgM0wQvr29bRkrrldSXX0d90BGpqmpyWpa4aWTKWxvb9f6+rrVcfr2NATzBMU4vgToPHsylNRV0hetUqno7NmzJkBErQoZ50QiYc3sJdVlH/ls1izPFHVXghwCXOYGSWk49xsbG0Y/5T2kYzn+ZDJpdRQEC6zt9vb2OpEaekxJsjkcHR3VtWvXTEgAeit0RN63Wq1af0GCXJ4XFN65uTkLYoKgpurqhT+gOvf29srv/TAMDeRBCCaXy6lYLBq1FoEJMo+AFL6+EeADJV7a8IRhqPPnzysWi1kPOtqITE9Pa29vzwRCotGo1QKjWNrV1aVbt25pdnZWFy9e1M2bN9XZ2WmZ/P7+fhUKBXtGZOKj0agymYxmZmYskMaW+doIFPtWV1e1ubmpEydO6MaNGxofH9f6+rpmZmbU1NRk89bT02P13qyho6MjXbx40T57YWFBfX19isfjWl9f1/j4uImL0YZhampKFy5cMIp5uVzW7OysUVLJzpNxf+ONN9TX16f29nZTxsNeUyODyu65c+e0ubmptbU1Xb58ua4lRFtbmyYmJsxWItaxuLhowlq5XO5B59LD8XA8HA/Hw/FwPBw/pfFTCyzDMFwOgmAuCILTYRjelvS8pJvvf/0VSf/g/X+//P6ffEXSbwZB8O9UE+0pfVh9pSRTtsTZGBoa0tLSktUK+cwUTjj1i/w9tMZIJGLODc4Q/dZQS0Jil0yoLzTGQUbYBMcPChxZGjJM0ESp2yIooaie4IQgoFKpmNPZ2dlpgS1CFdRneaVIgmd6bq6srOjs2bNaXV1VX1+fdnd31dHRYZmF7e1tpVIpLS0t2TVMT0+rp6dHZ86c0e7urmWkkHKPx+OWOSZb4utKySKXy2VTKqPnJz+XavWDU1NT5uRDPURMAcCALBl9C5l3WlogfgB1eWtrywJj6gsJ1niOUO4ODw9NzhqKpnTcVJfsKrWBra2tdX35+FzWJWJLZKNZC+3t7aYIe+bMGa2vr5tiF4ACASbUX19PJx1nLaGakv1sa2uzwIksD9lJSUZ7RmW4ra1NAwMDpuiIBPXMzIwKhYLVFCPkEovFtLCwoGw2q0KhoFgsplgsZlTwvr4+ra6uqlgsKpFI1NHMfT0dlFlauVDvVy6XjS0Qj8eVz+eNIs6/PT09qlQqRvkl8G9qatLAwIAJKrE+S6WSrSuyngTvkmwts57I2CJYBPjw1ltvWUDW2tqqW7du2ZwjRpRKpaz2L5VKaXZ21loHjYyMqFwu65133jGVafZ4Pp+354k9GB0dtWc3MDCgSqVi+5VrJWAjAy5JU1NT6uzs1MWLF/Xqq6+auA52IZ1OG9hDzTLCR6VSqU4Frre313rZenp4JBLRqVOnNDg4aMBOqVRSPp/X3NycNjY2tLCwoN7eXl26dElSLVhGxEuSlpeXlUqlDGzY3Nw0Gf7d3V299NJLOnXqlM6ePWvNzMfHx01MplAoWDulSqVi1wXgRJ/Th+MnHr/9n/sC/hTGw3v4szEe3sOfjfHwHv5sjD8P9/CB46etCvs3Jf2boKYIOyXpv5IUkfTvgyD4a5JmJP3q+6/9qmqtRu6q1m7kv/pRbw7FFHoYym7lctkcI5py44AlEok6tB/FKBQFqfHy9W3+3/B99UGynwSuUCl9k1ecVF/rQ+YPWh0KogQ7vBYBHOmYZslnErRR8wk9l8wDc0KmjoBva2tLMzMzFtCdPn1aBwe1ZvB3795VR0eHNdAlu0OTWgRukAen/gsRla6uLqXTacsSc+0Et/SSun//vmXCkHXGQV5cXNSZM2fqZK25f8SYstmsWlpaLEtEcE+2hAw12Sjef2try5xvslNkdxFQISudy+VMPIWAldpdanp9LS9BC0ElVMuWlhYLnGhjAniwtbWlaDSqkydP6t69e0Zj9M3CyUz6WmFPc/YUaxrOx+NxSVIul1OpVNLY2JjdC+9PgO1VeLu6utTR0aG7d+8qkUhoYmLC+mItLS3pwoULun37til/JhIJm4tCoWBCNwcHB8rlctZzlew+QTWZMfYCe3Bzc9MACjJSKCkDEnnxK+aHAJAaQ1T8CP65X9qqEJRBJad+kYwzKnsANy0tLVYPDB2bmsiNjQ319/cbKLS3t2c08ZaWFs3OzlpD7M7OTmsTsL6+boI7BEmAEFD2+/v7TQTMZyahZFPrSia3WCxaBtTXLD711FP60pe+ZLYRAMXTngkkabxNTTaZ7lgspgsXLlhGube3V93d3QrDUIuLi9rc3LTAd3R0VI8++qjJmRcKhbr+tmS1YQMsLy8b2FKtVjUzM6PDw0PNz8+rublZt27d0tbWlk6ePKnt7W3Nzc1pdHTU7CVgHj3ampubtbKyotHRUbMfD8dPNt5nB32kx8N7+LMxHt7Dn43x8B7+bIw/D/fwYeOnGliGYfi2pAcVqD7/gNeGkv7bH+f9PQ0MOtTg4KDW19fV1dVlQQcO/fb2tqkUUq8jyRxKnHqCUN8sHseR7CQiLj4AhBpIRoT2C14SnKAPOqYPHHydI440FEyyn5Is6CNou3LlitXicV9eYTYej1vNU3t7u/UkIgvR3Nys/v5+TU5Oqr+/3+rX6FtJXVtHR4dlbGi+S7P0zc1NazaPSqvvs7i3t6eFhQW7H7IXZE0XFxet9m97e9v6EFFPR0AGjZmgltpJMqUouCIYwzX4jCXPisCSYKe7u9s+O5VKWV0aaqH8zivOki30jY7JmnDvXt3X/z31hygXd3X9/9t70yBJs7M6+DyVVZVZlZX7nll7VVfvPdOt2TUgIcFYAllyYD4jgg/4ABs7AmNEGNvIDofDa4BxgE1gYxNGGGwMJmQwsgAhWTMgmBAzzUxLo+7p6a26lqzKfc/KrP1+PzLP02+1eyS1ZqZ7queeiIquXCrzXe779j33nOc8ASW9rMnjOKGaxZpBfg6VaZ5zKuGZTAZTU1O4fv26NianqkzLL+3iS0tLSCaTasmt1+uIxWI4evQowuGwpnkmk0mUy2UEg0FVBbl44/P5cPLkSaysrMDr9Wq9bKfT0VpVfufg4KC2w+B1zDpJ1gMyVIcLJFS2SeRJEgFoWih7PgIHXQXO+4PX61Ui6uxxyTphLpiwTQ1V78HBQa07ZMAUI85Z88waRgCaeswQG7od6HyYmJhQxwEJKVX8tbU1HffdbhfxeFzDkWipZpsk7qOzhUg6ndZ7GBXg9fV1zM7O6n3Rec2wPVK73UY0GkU4HNYeWXRaHDt2DMvLyzh9+jRqtRpcLhfq9TpCoZDa98PhsC6q0ILLxYRut4vR0VG02209b+wf6nK5kEwmUSqVNDiMyb4kyiKCdDqNYDCIcrms97dqtYqlpSXE43E9XnQ1MOnZwsLCwsLC4t5g4Gu/5e0LYwzK5bLaF1mzxv5aJHq0iAWDQe1txBpFkha2BFhYWNAJPACt83O2DqANkSvktESSJJIEkcg4yQKb0pM4MC3WmWLLWiKqXs4enJx4k0ywnx77XvH7WW9JJatYLGoQEZNwg8EgPB4Prl27pgpBoVDAzZs3tc4pHo9jYmIC4+PjKBQKWFtbU4tqu93GzMyM1g6y5yQnj85tZv1mo9FAtVpVSynVqmw2q0ougAN9QfP5vH7H+vq6WnJrtRq63S5qtZo2f+f7WDvK48BjxTYb3I5Wq6VWVyqiJJw8fwyOIXFgeijPGckuE2V5bvivk+RQQXO73YhGoxqSQ8Ws1Wpp6xpnIjDtsVz4oMWWSbi0trLFw+bmJubn53Hu3DlMTEzoNUEiFQgElBSIiPbGYmuQfD6PhYUFTE5O4qmnnsLm5iYqlYqSCKrh7XYb4XBYQ6sGBgZw48YNLC4u6qKB1+tVAsyFFdrXSVy2trZU8aSFmuScx5bnksmjJNt8jeOfx42qtNPqzmuP4VQcf1x8YLowE1sZRESST2s5rbgck0yrpeKXTqdV5QSgKbzsI7W2toZ8Po9r165hdXVVr2HeSzY3N1EoFAAAly5dwsjICBKJhCrSDKdyHpdgMKh2806ng1qtpj17mYrNa473FxK+jY0NJceFQgH5fB7RaFQXT9g/lPcZqrQMnyqVSnq8l5aWcOXKFb2PMZyLfUgLhQL29vYQi8Xg9XoxPDyMl156CRcuXEA+n9f9OnPmDHw+H6anp3H06FFdlAqHwxgbG9P610wmow2zA4EAMpkMbty4cSDIyuLrh4h8QESuiMh16fWafltCRD4hIkURueh4LiwinxORa/1/Q/3nRUR+ob9Pr4jIufu35bcgIhMi8pyIvCoil0Tkx/vPH5r9EBGPiLwoIl/u78M/7T8/IyIv9Lf1f/SdaxARd//x9f7r0/d1BxwQEZeIXBCRT/cfH6p9EJElEfmKiHxJRP6i/9yhGUsAICJBEfmkiLwmIpdF5MlDuA9H++eAP00R+dhh249vFIeaWLLtABMCqeykUiklnbTrSd8Ox0AeKpnO37nCPjU1hVAopKoLezSSQNBa6gzPofpAWyVDZ6g4cRukTzDFETDDZqMkC2zvAEAnyFRK/X7/ge+l+sSVehIQfk82m9Um7xsbG3jhhRe059vVq1fRbDZ1AhoMBpVgUd0kOXX2IKTKQJteoVDAwMCAEoNqtap1UhsbG6hWq2qNpOrIOiySAO5nuVxWextbkLClBBMs2TuU4TM8FlwEIGEh0aV9mZNqksGNjQ09t41GQ1MtqbJRySbBAW7VKDabzQPEiX9TLBY17bLb7epEnKqlyK0G1n6/H9lsFj6fTwkOJ+xc/KACSXLABRFnA1unOj02NoZQKASv14vl5WVMTk5iYGBAe0xSCQ4GgxgfH8fk5CSmp6cRjUYBAM888wze/e53w+v14vr169ja2sLi4iK+6Zu+CWfOnNE0VBIc1kqy92Cj0dAaZ9pF2QKHrgFuh7NNDa8Dtrth0iqVZrfbfUCJI9mmQhgIBFAqlfSaNsYoQcvn87pQwkRW3iu4IMVzRQJJ9ZDXKGtVd3Z2tO0KG4o3m01dCOBxKZVK2tpnbW0Nq6urei5vT+RdWVnB9evX0e12USqV9F6zs7OD1dVVRCIRvZdR7eMxZKPq7e1tDZVKp9Mol8taVzk1NaX3xFAopIs4JIhU3YFbgU5O22oikdBrtdPpIJvN6vleWlrS2lveR2OxmKb/8lp2WpUHBgawsrKiivGNGzcwNDSEeDyOJ554AqdOncL8/LymKbOm2ufzKSnlvYehTByLo6OjiEQiGrJlcXcQEReAfw/ggwBOAPgeETlxf7fqdfFfAHzgtud+CsDnjTFHAHwet5LoPwjgSP/nRwD80j3axq+FXQB/1xhzAsATAH60f7wP035sAXifMeYhAA8D+ICIPAHgZwD8vDFmHkANwA/33//DAGr953++/763C34cwGXH48O4D99ijHnY3GpncZjGEgD8OwCfMcYcA/AQeufjUO2DMeZK/xw8DOBd6JX3/S4O2X58ozj0xPLy5cvaxHt1dVWj6TlRZdiJs6ciQ0MY7kPlYnh4GG63G36/H+FwWCfjtIY6699IQJw1dVxRpx2WKhStllQmqaRyEkxrpNfrVeWz0+moRZLbzbYM0g//2d/fRyAQwPj4uCp0t9t0jTGoVqswxiCfz+tELxaLod1uI5fLaeuBTqejKkA0GtXAmJs3byp5HBoaQqVS0e8HepY2TsapFpbLZRSLRW1m3+129fgwHIjHv1KpKGkCoDZDkhO2YWAdKSecXq8XgUAAk5OTiEQiqkyFQiG16lJVI/khSeh2uxoUUqvVkEj02qmSZFCVpE2StZhcEGA6LokGCQutvLQucr9I9Elc2OKB5Hlzc1NJGdUwZ28/EhtOmBlcQwLPWj32++O4WVpaQiAQOBBoRHLr8/kwOTmJmZkZDZj6/Oc/j3Q6jSNHjmBvbw+ZTAZjY2NYXl7GwMAAzpw5g8nJyQPpqo1GA7VaDYODgzrGBgYGtF6ZdZEkGJ1ORxVpLgZIv26UZJLqPfeDlmKmktIGKn3XANOduajirFVmnSbHlLOFi7NVCo811Xied9rYs9mshkaRFLMFTbfb1d6vbL3B67jT6SCfzyOXy2Fra0vH3cDAAMrlsqp6HIdcYKLVO5vN6uIPxy+VU+4jxxrHSDQahcfjQS6Xw/LyMk6dOqX3xNnZWXg8Hq2bpuJNUk8F01kHThW5VCpp2qrP58PMzAyCwaCmzZIAjo+PaygQf2fte7lc1jr0crmMcrmMbDarqqjf70c6ncbo6CgSiQQmJyfhdru15nRjYwPtdhu1Wk1txFzUWV9fR7Va1dRai7vGYwCuG2MWjTHbAH4LwEfu8zbdEcaYLwCo3vb0RwD8Wv/3XwPwVxzP/7rp4c8BBKWXSn9fYYzJGWNe7v/eQm8SncEh2o/+trT7D4f6PwbA+9DrBgD83/vAffskgPeLc8X1PkFExgF8B4D/3H8sOGT78Do4NGNJRAIAvhnArwCAMWbbGFPHIdqHO+D9AG4YY5ZxuPfj68ZbHd7zloKTeIZlMOxkZ2cHkUhEFQcSMb/fr2oG+/Bxgk6rIBUzEcHo6Ch8Ph+GhoZQKpUA4ECIDlUopsZyMszaOpIOTrCY6kjVy6k2UdWkdY4TfUbyM/iDf7O/v49Go4GzZ88eULJYZ8ntWV9f116X/B7WFwJQQrC3t6ctFjqdjk5SuR/T09NYX1/H7u4uwuGwkl23261tNWKxmE5SW62WbpMzKZZkj99B4s/QHW4HE0XZ244poy6XC8ViEZFIBH6/H4ODg6hUKnC5XGi1WgCg6ZGsHaM9ld/JfoUkLkBvcp5IJLC9vY1KpaLHi2EutDZzG0mG2C6BxJVBSiQmTELleKHaxnHDc0dFjym3DNpJp9Oo1WqqrJOcsn6PCxVUzBOJBKLRqNpFuQ+mn2rL8UtrLxdOaJOdnp6Gx+PByZMnMTw8jMuXL+Phhx/Gpz71KXS7XUQiETz11FNYXV1VSzO3nUEstMSybpEhNSRpHJeBQAAejwfNZlMXJWjT5YIILaIMzHEeT5I7tohxtklhm48bN26oul4oFHRBqVKpIBqNqj2UKhg/l5/F+8DW1hZSqRQ8Ho8qnyTPvGZ5T+J9g0qic3GCZL1SqegCWDQaVcLNNkAkpjz3XOigzdzj8WBlZQXhcBilUgl+v18XiILBoCYs7+3tYX5+Hru7u5iYmMDS0hLGx8exu7uLeDwOAEryaPl3qoBc4Gi1Wmi32/D5fDqe2Du30WioFXZvbw/1el0XXVjDS7fFxsYGkskk8vk8Ll++rC6J9fV1nD17VhdRxsfH1ZrLGm7WX3JhIB6P632UNafsy8sxbnHXyABYdTzOopfSfliQMLfS5PMAEv3f77RfGQBfNXn+XqJvpzwL4AUcsv3oK90vAZhHT/G+AaBujGFyIbcTcOyDMWZXRBoAIgDKuL/4twD+PgCuSEVw+PbBAPis9PrD/yfTC4k5TGNpBkAJwK+KyEPojakfx+Hah9vxUQC/2f/9MO/H141DTSw56ePqdblc1sTCVCp1QD0REbXKkUB5vV54PB61Lq6urqr9lWSE6ZmcpDAqn3ZWrvQ7G607Q3moMDn7ZQLQCXKj0dBJEJVOWh+9Xu+B+juGblDh2t7exszMjCp/JDdUskj+aOk0xmj7hy9+8Ys64eXKPon22NgYvvKVr6gNNBQK4dq1axgeHlZSRwV1Z2fnQMN7khxa7Ui++Xy73VbCPzIyoumvtPdScWL95NDQkFpUGXSyt7enSh/txwMDvUbuVIkSiYQSH547TlSZIum0lLItSbVahYhoT1HaOKnakAiTNFLJobpERdupsjn7PpLQc+yxDpMTeqrpVJsZskIiyHYPHB9UeTOZjKrZAFS59Pl8mJiYQKVSUUWV20JLN0mFiCCfz6PRaGg4i4hgZ2cHTz75JM6fP49qtYovfOELmJiYgMfjwYkTJ3Dz5k3s7u6iVqtpOA5DWzhuSWCdSmO328XIyAii0agqZbSVejwe+Hw+hEIhDA0NaR01Cf7Q0JCqfSSAHAtAjxCtrq6i2+1q4M309LQmF6dSKbhcLlWnOU54Dpx9Y3mMSUJ5rTCQh2OYCwsMGqLdl8eaToVOp4NUKoVr165p782RkRGcPHkS2WxWQ4N8Pp+2iel2u6qW8rjl83kloHNzczqmeZ6DwSD29vaU7Pt8Phw7dkzvdYlEQu8PzkAiEltewyMjI1haWkIsFgMATdh1fg9JNok0x+LQ0JCGG3ExZHR0FKlUCq+++ip8Ph8WFhbUql6tVrW0IBgMalowz5GIaEsZXr9TU1NoNBqIxWJqSWdKt8U7F8YY059gv+0hImMA/ieAjxljmk7x6zDshzFmD8DDIhJEz/J37P5u0d1BRD4EoGiMeUlE3nufN+eN4GljzJqIxAF8TkRec754CMbSIIBzAH7MGPOCiPw73LKLAjgU+6CQXk3uhwF8/PbXDtN+3C0ONbEcHh7G6OgoisWi9orj6v3Y2NgBNYIEB4CqEWw07rSxUtEkEaTNzbmaD9yqcaJCwh+mjHK1ngqW2+1GtVrF2NiYqqS07NEOS4IBQP+GVlqqfAC0zvPcuXMYHx9XdScWi+l3AlA7LbeH7Va4H06r2+XLl5FMJpFOp3H58mX4/X5VoaampjA+Po5wOIxCoYBSqYRWq4X5+Xkl7x6PB5VKRdu5UJmjMkjiDUAn0/V6XSeu3Kdisagkh4oU7cq0HtPqyYk8j1e73VZrIntL8nUqkTMzM4jH4/B6vZpES0WVJJM1laOjo0ocSV663a62RiDh4HghoXbar53bQFI5NDSktWOs8yNhNP1ejc79dyqPADAxMaHH4siRIxgZGcHLL7+MUCikyaXT09Nax7e5uYlMJoNr164dWAQhkScikYgS8mq1ilKphL29PXz2s5/Fe97zHiSTSVy/fh27u7uaBry3t4dkMqk2baeCx8UZqqEkIs56Sy4q8JrkmCe5K5fL2kqCNZV7e3tqh77djs46R7b44M/Gxoaqo7zGh4eHlVDxHuF0BVCt4zlnqx2SIAYhiYjWt9JuzbE/ODio76FtmDWkJKThcFjHw5NPPomlpSVMTU0hn8+j3W5r7fLc3Bxu3ryJYrEIj8eDYrEIr9erNvbh4WHtCbm0tISFhQXMzMxogFStVsP4+LimuXLsmn59LxcReOx5rPk9IyMjqFarSKVSek/x+/3q9qDNm2Sf9m2SYfYENv3gqyNHjqhbhK2NYrEYNjc3EQgE1NZLVf/MmTPqKAkGg0pA2+02RkZGdCzzGuL1aXFXWAMw4Xg83n/usKAgIiljTK5vJSv2n3/b7peIDKFHKn/DGPM7/acP3X4AgDGmLiLPAXgSPTvfYF/xc24n9yErIoMAAgAq92WDb+HdAD4sIt8OwAPAj16t32HaBxhj1vr/FkXkd9Gzth+msZQFkDXGvNB//En0iOVh2gcnPgjgZWNMof/4sO7HXeFQe4VcLhemp6d18pPNZnH9+nW89NJLWFlZgcfj0fpLqo+0zDp7WwJQtYKr97SakmAw4ZAWRQCaUNntdnWy6VQmaSGrVquqGFDxrFQqWFlZ0UktUxmBWw3ba7WaBmw4eymyfci3fMu3YHt7WwlANptVxYYTfdZj0SZLSy4na1T/OBm8fPkyyuUyarUaVldX0Wq1kM/nEQ6HcenSJZ3gx2Ix3a7NzU0Ui0VUq1Ul1gMDA5ruyEmn2+1GJBJRIkdC5VR0WDPF/SAZoUWXx50W1EajoQqY3+9HsViE2+2GMQbBYFBr06jcbG9vIxqNar0ZyR5bm7B2jTZTqm20w1J5YSIrQWUTgKqyDCWi/ZKgfZOTcFpc2SKBSnitVlObHy2BDCfxeDyIxWJIJpOIx+M4ceIEjh49ioceegitVgsXL17UOs6XX34Za2trCIVCei04F1tI5HkNtFotxGIxTE5Oqlr/6U9/GmfPnlU7baVSUVW3VCqptXNkZETJF9UjWlw9Ho+q8M52L3t7e1hfX9fjRwLHACQuIJAE8RhTHaPSTkLk8XgQjUYxPj6OWCyGVCqFTCajdmCfz6dhPs6aS14XrNPlNURbNC3vw8PDiEQiB1J2mZTsTErlvaFYLCph5WIYlUgS0G63i5WVFeTz+QMEzalU1+t17f1aLpdVDWw0GlheXsbi4qK27HjmmWeQyWTw2muvafDO8PAwFhcX1aZOuyqVbxJotj7pdDpIJpNK1oeGhnQBr91uq8uCn3np0iVN1mXZQTAYRCqV0jrLwcFBVRqpYHq9XkxMTCAcDuuxbTQaGBoaQigUOpBeTLJfKpVQq9XUqcCx53a7NaWYNagWd4XzAI5ILw1zGD0b16fu8zbdDT4F4Af6v/8AgN9zPP/90sMTABoOS9p9Q78u71cAXDbG/JzjpUOzHyIS6yuVEJERAN+GXq3ocwC+q/+22/eB+/ZdAJ4199leYIz5uDFm3Bgzjd6Yf9YY8704RPsgIl4R8fF3AM8AuIhDNJaMMXkAqyJytP/U+wG8ikO0D7fhe3DLBgsc3v24KxxqxZITMNZTcbUegMbvOy1/VNI4OWRSobNGisoYrZokNbTOMgzEOSn1eDwHAkBISgOBgLbDiMfj2g+PRJWkkQ3Cd3d3DwTYkEgBt6x35XIZ1WoVjz/+uJKAcrmsISEMRVldXcXu7i5CoZCqmCRCnU5HV/Vpw61Wq9r6guSZk/l2u61KQb1eR6fT0bpApldS+WUYCo+5y+VSVZB2VgCqdlSrVYyPj+s+ArcUQ6f9jd/Hf6vVKoaHh1WBicfjKJfLat8NBoN6ngcHB5FIJLCzs4Nisajb5fP5sLa2pg3qSeIA6Lny+XwHlFESYRFBPB7XRQCPx6NtKLh4wbHFOjKqhZwg7+3todlsYmRkRGtJaanle0l8aXNm78ujR48ilUrB7Xbj0qVLqly7XC6cPHlSrcQkCkzybbfbqqBRKefxdbvd+h0igqNHj2J9fV0XF5599llVcVutlga2xGIxbaXBz6YiynPNulYeR45JqlckTryeed2Ojo6iXC4jFotpTSoXKRj2w4WTvb09bSlEGzXrR9lfdWxsTFVW1mKWSiW1WTt7krLHKLeBx5gKJc/14OAgarWa9r2lXdvpXKjX67qgcfsiE8dPtVpVW3I0GtX+tFwky+VyGm5DlZhKcC6Xw9zcnC46FAoFvS4ZntXtdhEIBFCr1RAOh5HP57V/ZbvdRjAYVHcGrdbLy8sa/ER7LBdFWq2Wqu9utxsnT55UVdbv92N1dVWv+1AopL83Gg2EQiGtdeU92efzaWr0/v4+isXigb6iu7u7KJVKStRJ4OnGSKfTWFtbQyQS0dYjFneHfr3Y3wbwRwBcAD5hjLl0nzfrjhCR3wTwXgBREckC+CcAfhrAb4vIDwNYBvDX+m//AwDfDuA6egmNP3jPN/jOeDeA7wPwFRH5Uv+5f4jDtR8pAL8mvTrLAQC/bYz5tIi8CuC3RORfALiAfiBL/9//KiLX0Qtf+uj92OivE/8Ah2cfEgB+t+/MGwTw340xnxGR8zg8YwkAfgzAb/QXthbR264BHK59ILn/NgB/0/H0Ybquv2EcamJJixUn2wy5cSpEPp8P7XZbLaHJZFIn7Jx4UUEpl8vw+/1KZmiVJQFl/RtVDWdSKLeHfQqHhoZU7RobG0M2m9VaMk6CqZjRznbt2jWdMANQNYfBNJyc0wpYKBRUJSURyufz2pMwm82qQlMsFlVhZNsP2lA5oeekf2ho6ECSaalU0u/d3NzUiToVykajoaSbhID1gQyj2d3dRbPZ1PfRNliv17W+jpNxTt6bzeYBFSsWi6mKMzIygtHRURw9elRTNtl+gJNohpPQdkmiLf0aysnJST2u3Pbh4WE0Gg1VO2kXZnN6jhUS3N3dXVVYmFi6u7uLQCCgBD0UCumCAQk41TcqN1SuhoaG0Gw2VRHm37EWMhaLYXh4GOl0Gpubm1hbW0MikcDg4CBu3rypfUuZkktyxjpcqu3cFp4rEtlYLKaK78DAAGZmZrC2tgafz4c/+ZM/wdTUFMLhMAYHB7GxsYFoNIp4PK5BU6urq4jH4wiFQlhZWUEwGNReivF4XO3SAPQ4tNttuN1uXZhxnnMS1Gq1qq/zx9nXkgslJFEk1AyXYa0mLeBcEGIbII4NAEryeA7Zo5PhTxyrtMqTYPJewL+nI8Lr9WJpaQntdhtHjx7VzyEhY2rs9vY2Go0GIpEIYrEYqtUq5ubm0O12tUXI9vY2CoUCNjY2sLa2hscffxwulwvHjx/X8KpSqaS2e97POMZqtRoKhYLWQfI+xmuOrXtoa242m+pmKJVKWFhYwPr6OlKplKrKXCjjAgPvW+l0Gu12W23pTKEmUR0bG9N7+Pb2tt7DvF4votEoAoGA2nCdLYeoNnM80y6/ubmJer2u6bF0gFjcHYwxf4DeROdtDWPM97zOS++/w3sNgB99a7fo7mGM+TMAr5cmeij2wxjzCnqhQ7c/v4ieFfP25zcB/D/3YNO+IRhj/hjAH/d/PzT70N/Wh+7wfAWHZCwBgDHmSwAeucNLh2YfAMAYs4FeoJPzuUN1Lr5RHGorLEkN1cR0Oo3x8XF4vV4lkyKi6hdteFR/qNRQBeEEnJ/NEB/gVlCQs3k7iQjVDZIFpy2Sk/RUKqU9/zjZj0ajOoFiIAbJK4mU1+sFAG2vwZAeACgUChrKwjYG5XJZUxq5b7dbNKmk+f1+7fXG7WZ/xsHBQVSrvST3SCSCzc1NDeyhokArHe1pJEJ8ndZCTh4Z8MJzAECtkwAOtOGYn59HKpVSEkK7qzFGSVMqlcLExISGfMTjcW383m63sbS0pJNSTkyj0eiBfonhcFhTLLnYQEU6Ho9DRLSJezAY1BYns7OzqrhRoWQqZyqVQqfTgcvl0hAb1hUC0FAdPkdiwrq9SCSC3d1dDUWhInf7WCEhprLOOs1ut6tkrdVqHVDyaEum6uoc77u7uyiXy3rud3d3cfLkSfj9fjzxxBM4d+4cyuUy2u025ubmlPzPzs7qPrLGlRZGjg3aq0n8uc9UH/ljjEGpVML29rYmfQ4NDSkBZE2q03lAMkr1LBAIaGsVLr60Wi34/X4l0+FwWGsqaTOnm4ChV7y+mQzN65zngwo+iRst7bwn8TjfvHkTLpcLpVJJbam04IfDYb0u+b31eh0XL15ELpdDrVZT6zUAzMzM6DENBAK6iDE+Po5MJoNAIKD1kFRznYFfoVAI0WhUA5fy+bwGkZVKpQNWadbn8n5JdZCqO10V7F/KfWBacyQSQTqdxkMPPaSLMZFIBGNjY6hUKlhcXNT0506no9eX053A9isMPaKLodvt4tVXX8XS0pKm2BaLRbXXBwIBvd4sLCwsLCws7g0OvWJJpXJjY0OVCwA6oad6SOWAE0AAB9o7kHhQkWLfRAAHEidZm8d6NU6YqPIxHXJsbExVQ6oGtCpSOWSPxlKphFAohEQioZMsrtqvra0peWm326ruBQIB5HI57SvZbDZ1IswETWe7EJfLpTY7t9uNQqGAdDqtNX60xPG7SQypwFQqFQ3ioILB7XKmn/LYUglhD09nIisn3LTbAVDlw6kg05pJBZakEQDi8TjOnj2LmzdvYnt7W3s1MuiH5JyhJo1GQ+2qTCZlHSPVQk7eacXkMSABL5VKyGQyaLVaWFtbw8LCgraBCAQCGiazu7uLdDqNTqejNl+q1FSG3G43RkZGMDMzg5WVFQC3amud7+d5GxsbO1Azu7S0BKC3IHDz5k0cP34cpVIJV65cgYhgdnYWY2NjaDQaOH36tI5n53bwWnESzKmpKVy6dAmDg4OqAh0/fhyFQgFjY2M4duyYXktUBtvttibP0ibJ60tEEI1G9XjTQttoNLCzs4OJiQlNUWbLFBJR7h/V9UKhoFZq5zXaarUOEFO2DuH45Fjd2NhQFZJKMPdd+knE4XBYa7F5/QwPDyOZTCo5dQbOkJxSSd/c3EQkEkEymcTOzg7K5TIikQharRaazSYqlQomJm7V6K+uruo1wWuAx4YtjnhvoCr+5JNPau3mwsKCLjJwcYc28FKphHK5jMnJSTQaDQ3fYXpvsVjUGmiSXY4DklzaylOplKY4A1C7LesiW60WxsbG9Phym5j02+121eq6vb2t5yqfzx9oFcXWLgMDAwgEAnpPJWEVEUxNTaHZbOLq1atKfrngEIvFdF/oWLCwsLCwsLC4NzjUxJKr2rS0csLrtME62wiwAT1VC05AmWQKQCc1rNuk8sAJPUMrWHtJEsYADqoeVBGTyaQmQTIUg+0USPpo+SPJAqAkcXZ2Fvl8Xm2unU4Hc3NzWh9J2ydr8xjmw7o+Ttj4HWxHAEBtflRaeExp9+PknBNzHjOmjaZSKU0+LRQKCAaDB5I9nWmoOzs7qNVqiEQiqpYBOHD8OJEEegptrVaDx+PB6OgoxsfHUS6XNUn1kUceUaWEqhXDUfb29vR4OIkDP5OKKUkge2tSaRoZGdHjH41GUSqV4PV64fV60Wg0kMlksLu7i5s3b+Jd73qXqkrNZlNJzujoqCZXbm1tqWWPYBCM04JIyygXAhKJxIG/jcVimuhZKBR0UWR4eBjnz5/H+fPnlciRlMRiMT0nrKVjbR8TiZ2LCOFwWFv1UPGfnJzEuXPn0Gw2cfHiRYgIVlZWVK3/8pe/rApspVJBMplEt9vV7WAADVvvsNaxXq+rskoSzfFFkuPxeJSgMEyLpIQBTrzenQnKvIZYr9vpdHTs8O/ZO5XXJBdveG2JCFqtlhLy4eHhA8FDvL/w2hocHFSi5fV64Xa71YZOQhqPx1VZHRgY0NdoPR4YGEAwGNTgJ14PXBAYHh5Wi7HTwkt7uDFGA6s8Hg/OnDmjwUhU8KLRqBI9Xi+FQkEtvqwhHRgYUPsqr0kG+PC6b7fbSCaT6HQ6WF9fx6lTp1Cv13XBKZfL6Tjn9rHv6M7OjrYToYrJ8VwsFlEqlTA+Pq4tjmhtXltbU2Xa4/Hg0qVLWg4AAOl0WtV6CwsLCwsLi3uHQ22FdblcGB0d1SAI1lfRvtpqtQ60giCR4CSEE2tOopyN12kxdfaVZKw9J79MnSWplX47CpIy1kGxdosN3gEcSJaNRqNwuVxq8RMRbbDuDJVh7Vo8HtfEQ1pPqZ4APcKQy+U0WOd24kZlgPZSTqK9Xq9OeGn9Y08+pyJCqxntxewpx7AUpxWYE0ySTJJZKoK0mIbDYSX5wWBQJ+ULCwsaSETbLknhjRs31JJLNYw1WrOzs0gkErqPrH909n6kUk0Vl/tPWzCtyLTe0g69uLiIWCyGkZERvPTSSzphpmrL7cxms/D5fFrfSZLOxQQAOHHihBIqbistxc1mE0899RS8Xq+OXdYqPvLII7oPDIhKpVIaNEOlaXR0FLVaTVNJaVOkSkt1h+NicHBQ28DQNru4uKiLOIFAAO12G1evXkUoFNIFFQa28NpjEBSDkWjFjMViiMVi2t6C5NKZ3huPx7WGlO1ENjY2kEqlVLWiw4DbTsJJRYwkgwsPJH0MfSIR5DinA4HkkcoxbZYcJ0wypcLIx1wAYJsjKn6dTgexWAw+n08JDwCsr6+j2WwiGAyi2WyqJbXdbmNtbQ2VSkUXqZg0zdTgSCQCEUGxWNTaTKcdutPpIBAIIJPJ4PLly0oajTHI5XJYXl7WfqVs4UK7Mccv7x1sA8NFjunpaXVliAgikQhqtRrGxsb0uPGeyNYzIyMjmJiYQKPRwODgIEKhkNZ/Hj9+XG3aXNziuaUtmotRrA/lYhkXS1gGEA6HUSwW8fzzz+PGjRu23YiFhYWFhcU9xqFWLIEeyQiHwzqhZH0RiSbTBDudDjY3N/U9tN1tbm7C7/cjl8sp8eDkkg2/mcBIFc7lciESiai9lZMg1iCVy2UkEglUKhW4XC4Ui0XMzs5idXUVALR5uNNGylovtkJh+wLuA2uW2DOO6hp74tF6W6lUVKGl5c/5XWyRQHJDVY/qBUNqaAOk5XZ4eFhr12hNZIolSTIJoxPOOkCv16uWU9Z+cpLvdrtRq9WQTqcxPDyMer2uyhKVpPHxcU2/ZS0fw4sIJt7SthcMBlEsFrV/pzPExtkj05ksyVq0UqmEZrOpzeojkYgqocvLyzhy5AgWFxexuroKt9uthH94eFjTZZ01pxw7VL8B4NixY3juueeUmPN7Wb+4tnarlRFDaFjXxtrVqakpbVQ/MzODoaEhVKtVrKysIJ1OIxaLwfR7FfKacdafOduPBAIBtXGWSiVsbGxgYmJCyTsAtTBfu3YNp0+fVtK7ubmJZDKJlZUVVeyZMsvjSwsrSRjPgZPMtVotFItFxONxdQYAUCu6M4CJoUPO9F2Xy4X19fUDixRUSYPBoFrjOW6ouHP8087LRSIuvPj9frRarQOJtVxUIQnm+eU1QqU/EonAGIPLly8jGo3qZ9CiTULP62xwcBDb29t6b2u1WtryiPeDyclJdDodhEIhvc/QGpxMJlEulzUkKBwOI5fLod1uIxAIYH19XW3urOnl4gPVW14jTHql0hiNRjVkqNFoIJ/PIxKJIBAI4Nq1axgZGcHy8rKOL54PLmLxGNPeTjdJNBrVY8h7bLPZRLFYVEvsxsaGOkLm5uZQq9WQy+WQSCS0HpP34IsXL77R/14sLCwsLCws7gKHWrGkwsMgHSoYtLMCvRqtpaUl1Ot1tV+ypQF7SDJkhq+RGFCtotKUSqW0hok1W06bHBM1aY3b2dnRuiJnvSPtepy0MeWVRJdBLs7aRNZfsQk46y2dvTN5TDY3N5XwMYSjVqtpOAcDaqhMjI6OqgLB2jGnBS8ajSIWiwGAKhAANESGPSs5AWfQBskKLbtsU8H0V9pUO50OSqWStm0BoFZD7g/rEtfW1lAoFPCFL3xBySkte6wRZcJvs9nUc+ysDaPqRVJAO/DMzIwqSfV6HVeuXEGxWNRjd+HCBVQqFYyNjelYOHr0qJ6nXC6HeDyuRCoWi6ldt1QqYX19Xa24zjow9k09d+6cLggYYzA+Po7FxUX4/X5kMhklCPF4HPl8Xu2lXq8X4XBYW2jMzs7izJkzOHnypNpAeb6pjHKsULHicx6PB+12G8ViUWuJG42GhvmEw2HEYjHMz8/jkUcewejoKFKpFDwezwH7rbOHI8NnBgYGVJkk4a5UKrpow4WHbrcLv9+PbDYLAHp9UlHkZ7AFid/v19YvDDzitUSrMWtCgR6x5nVEhY6KG0NvAGitIo8Nr01ew1ww4f2B9xtjjLYAGh0dPZCyOzExAbfbrYoj7xfBYBDz8/PIZDKqTDLciISa7UyCwSASiYSeA9pjWS9dLBaVWDF9lYE/VPgZUsTgIBI+3o+ounJ7E4kEut0ulpaWcOnSJYTDYYRCIRSLRXU/0DnB+lza31999VW1nHe7XUQikQOpr6urq8hms6jVaiiXyyiVSmg0Gkowd3Z2UKlUkMvlEAwGMT09jaNHj0JEkMlk1Mpfr9eRyWRw9uxZVXstLCzeGRCRCRG5KSLh/uNQ//H0Hd47IiJ/Ir0WKV/tM/9A+j0673Jb3isin/4qr8dE5DN3+7kWFocBh1qxpPWTPSdJKpyBNbSiUSUcGRlRYsRaISoBPp9PWwZQddjY2EClUjnQH9Pv9+PLX/4ypqam1KaXSCT0O9g0PRqN6iSaFlDad9m2hMSKiiEngPxcEgNa3GgppUJLxYZqKVMc2W6ARKJSqWjNm4ioPbfb7WozeNZ5iogqJtweZ1Nzkln2hhwdHVVix/eznQMAneA7aya57yScbGhOBYMEi3WHDBqpVCraloHKLdsQ1Go13RemYd68eRPJZFLJAmtISewY2MS/56JCuVyGz+fD6OgoZmdnNbyIbSOeeuopDXFhMAvPoTFG6xMBaG0YyVGj0UCtVlNS+NBDD2mQULVaRSgUQjgc1v6NtFyHw2HtfRmNRrGysoJkMolSqaSN7FdWVrCxsYGZmRk9n6FQSNVK2gwJWkG5yEBFjyq3sycnw3KOHj2KarWK//2//zf29vYQCAQQj8fV0h0KhQ5YX9vttqpMVMl5HgYGBvR4OXsYjo2NIRaLHaiNZN0mF23W19eRTqe1t6Mz/IiKNluQ+P1+XUSiVZYta2ihTiQSKBaLWqvMBRG20yiXy2rtpXrLBSLawp33INaTjo6OqkILQPu6cjwHAgHU63W1mPOeMTAwgHq9ropsMplU4loqlTA1NaW1vru7u8hms0gmk2rpPnv2rB639fV1lMtlTQzm8dnd3dV2MtFoVI8h7zMA8J3f+Z1YXFzUIC7eIzjGQ6EQKpUKarUaTpw4oVZZYwx8Ph9qtRrW19d1XAJQdZROklgshpmZGW0XwvHHdN/9/X08//zzKBaLOHbsGJrNJpLJJADgAx/4ALa2tnDp0iVcuHAB0WgUZ86cUbu4hYXFgw9jzKqI/BJ6vQJ/pP/vLxtjlu7w9h8C8DvGmK/ak8gY8+1v+ob2PrckIjkRebcx5vm34jssLO4XDrViSdCOSrWIxIcTWNrTWBfICSXVAga2MFaf1r5qtaqBOiQr4XAYGxsbmJ+f18lhMBiEz+fD2NiYkq1ut6sJkyQY8Xhc7awM3hgdHUW1WoXf71cSRYsjt5/hQiRAVAW2t7fhcrl0sg1AFZx0Oq09DZ2N6FkXxok/J5dUL3K5nNaqBYNBALdaUZBoMJyEtZ/OfoSslaLdmKSRpJmknQmuJCzsqddsNlEoFA7YLqn8rK6u6raSbPJcU72sVqvag49kmUpmrVZDq9WCy+WC3+9XezBr9mq1mtaXMsl3a2tLJ960Je7v7+u2eDwefOhDH8Lp06c17AWA2hBJYrl4sbGxoWE/bMVy/PhxTExM6JicnJzU88b6w1gspsp0u91GIpHA7OwsAKh18+TJk3jsscdQqVRw48YNtZpubGyogkxljTWVtFtzO40xSCQSas3lvjjt0xcuXIDL5cIzzzyjizpcBCB5Ye0slUwGJLFlDUkyFXAuvnCxZ39/X2tog8EgpqamcOrUKb0exsbGlOxNTk7qgkC1WkU8Hle7L9UxhuGQMLKHJQO/9vf31U48MDCgCiZriAFofSlrlJmaC0DrvNm6hOOePWh53MPhMCKRyAFrttMpQALGekSnI4Kpu7TrLy0t4fz588jn85pE7HK5dJuXlpbwpS99Cc8++6zWlkajUV0AmZycVGsylXUAmJ6eVqI8NDSkaqBzfO7t7SGfzyMQCKgtmSosA5CoWrMuMxwO6z2DQVq8l9GOTDcFa015b11dXcXTTz+Nxx9/HKFQCGfOnEE6nVa1mKnQIyMjiMVien1bWFi8o/DzAJ4QkY8BeBrAv3md930vgN8DVF38goj8vohcEZH/KCID/deWRCQqIo+KyCsi4hERr4hcEpFT/d8/ISIvisgFEfnI7V8kIu8RkS/1fy6IiK//0v/qb4eFxQOFQ61YMvWRVljaOVnPxho8qpFU96icUH1jkIkxBtVqVS2AnCzS0sj6nnw+j/n5eSWBLpdL7Xu0tG5vb6NarR5IenS73Wg0GvD5fDrRn5iY0H59nLyTJLEWjaSXE1WPx6OWyv39fX2e21qpVODxeDT4hASWrTOGhoa0HxyJ4e0EK5PJYGhoCNeuXdP0SyplpVJJLYAMYBkaGtKm6ZxckyySvHa7XQ334YR5e3tbz1Wn00Gj0dB9WFtbw9zcHNrttoaZkBjTBr27u6sWX1pamQ4aCAQAAM1mU4kxzzsnsEwJBqDtWEi6SCQZ4uRyuTA/P6/b0W63cenSJbXgkbSurq7i1KlTyGazSsZI4mjtJYFnSxDW0MViMdRqNSWlDHHK5/PatoM9Spk4TCKxvr6OXC6ndkoGV1EZJoki6aKKSwsyiWcmk8Hm5qYqq0NDQ1pjevPmTVUL3W430um0LggMDAxoKq7f79dWOrxOmG7MerqHHnoIi4uLSoqoPnc6HUxMTBxQf1dXV+FyuXD8+HEddwCwvLyMXC6H06dPq8JHtZ7jlC1bGo2GjgMABxRvt9uNer2OdDqtbWOomvEapppO1c/ZU5GLJRx7tzsout2upjXTfh0KhXSsdTodreGt1Wqq/geDQSV1JEtLS0t6nJguvL29jVgspvu6vLyMS5cu6bZfvXpVlU/n4lIwGEQul9MaUhJQBjOdPHlSF75od19cXMTc3JyOza2tLUSjUXVHNJtNte3SBTI8PKx9aVkfnEwm4ff7USgUsL6+jmPHjuGFF15AIBCAz+fD9PQ0stksQqEQxsfHtRb86tWr+n8A202xJcvc3Bw++9nP6qKDhYXFOwfGmB0R+XsAPgPgGWPM/5XgJSLDAGZvUzIfA3ACwHL/b78TwCcdn3teRD4F4F8AGAHw34wxF0XkXwF41hjzQ33L7Isi8n9u+8qfBPCjxpjnRWQMwGb/+b/of56FxQOFQ61YiohOBEkw2WIDuKXKSD/Nk8muJGedTkdbL1CdCAaDGBsb09oe9pijSkEyxrCe3d1dDePw+/3odrvIZrNqtcxkMvD5fNoihBNikhUqeN1uV9MjGaYRj8e1jqzdbmNoaAjlclmTbalikEyRPHDyzMng4OAgxsfH1dboXNEnyWa9I+sPw+Ewms2m9nSkrZD7z7+h7ZXNzak2bG9vY2hoCMlkUm29tCE7e106SWen00G73UahUNAWLc8//zwqlQqq1SoqlcqBPqQ8bpVK5UACMMcCjy37bzrTgKnUUDVjO4ixsTG1U/J81+t1XZhgAuro6Cii0aj2yrt+/TrS6TQef/xxtQBubGyoWsXvZzrn0tISarUaisWi2lebzSbm5+f1+DtDm1wulx53nodms4lcLod6va7BJ7Qcs/UHJ/4ejwezs7O6n1RrnQm9rEkdGRlBKBRSwjkyMoJCoaD1pVSbSGLYz5AhTLR9l8tltYTv7u5qeA7Jh8/nw9NPP41oNIpUKqX2yXA4jPX1dczOziq5CwQCGBoawo0bN1Q1dLvdmJ+fx9jYGGq1mvZ4pVshGAxqbejw8DDC4bAubHDRg3by4eFhZDIZ3RcuSnHhg+4EkhjWxTIAqN1u69hjXTNJJ+urvV4vlpeX9TyxNnlkZESvZZJ1ugWGh4d1YWdxcRH1eh3z8/MoFApYWlrScxiNRnUR6ObNm3jttddQrVZV+STR63a7SKfTEBGsra3B6/Vqqxja83O5HPb395FKpVAul7G5uYl4PK628Vgsposl0g8A4vicn58/kDhMR0E6ndZAJ9rOWd/JQLKXXnoJe3t7uHr1KlZXV7G9vQ2fz4cXX3wRgUAA58+fx5UrV7Sf7OjoKNLptJY2cFz+5b/8l1GpVFSBtbCweEfhgwByAE69zutRAPXbnnvRGLPYt8b+Jnpq5+34ZwC+DcAjAP51/7lnAPyUiHwJwB8D8ACYvO3vngfwcyLydwAEjTG7/eeLANJf3y5ZWBweHGpiScsoJ5IkKiRXTrWIk2kqNiSCTCvlvwA0kbXRaCCRSGB7exuRSATxeBzhcBg+nw+Tk5Oq+Hi9XmxubqJUKumEvNVqad9KBnCwfyXJEEkMV/Q3Nze1JYHTFke7K/srsh6NZJgTXo/Ho+mJbA9CgulMrGQaK2u6nPZWn8+n9WpUBWljpJWTCgzVN6etz+VyaY3eyMiIWhXZioK1k85G90yAJWHa2tpSxYi21q2tLZRKJbXOMaCFJJOf60zCpc2Zx532WiaikvxS9Q0EAqrYHD9+HE8//TQWFhbw6KOPIpFIqPLN+tTNzU0lfZ1OB2tra1hcXMT73/9+FAoFuN1uhMNhJBKJA/W1tMxev34d2WxWk3bZc5KK4eTkJAKBAFqtltpLOUbYuiYajWrADol9IpHQIJxGo6HnqlKpALgVepXP53Xs0LpL5ZKBL/F4HMPDw5iYmEClUtEFlng8jrW1NYyMjCAcDitJJmElSXe5XFonShLFvouvvfYarl+/jpMnT2qLjJ2dHfj9fng8HszNzWmPxK2tLYTDYa1H7HQ6uqhCa2atVlNVjj1qea6knzpLQjg6OopSqaT3kE6nowm65XIZR44c0fsG3RAM66FDgseBx9PZT5fkKhQKqXthaGgIiUQC2WxW68OpJm9tbWFsbEwVdJI9LmIsLCxgYWFBx/H73vc+PPbYY9jf38eVK1dQq9Xw5JNPIpvNKin3eDwIBALodDqYmprSMoD19XXE43G1ezPIh3btzc1NVCoVpFIpbRni9XqxtLSEZDKp12q73Ua1WsWFCxdQLpf1/lmpVHDz5k3tu8vvYpgTQ4sAaK31sWPHtMXPk08+ienpaRSLRbzyyitwuVyo1Wo4cuQI3G433vOe96DRaKDZbOLSpUta0xkKhTAxMaEtbdimyMLC4p0BEXkYPfL3BICfEJHUHd7WRY8AOmG+xmMAiAAYA+Bz/L0A+KvGmIf7P5PGmMsHPsiYnwbw19FTOp8XkWP9lzz9bbGweKBwqIklW3OwfpB1ic6ejlTbGKpD4sNQDqqabBnCpFZOSjkZZ9sSAJidndWwHK62HzlyRBvAs+XD8PCwElqGfrBGbGpqCltbW2g2mxrIsrW1hRs3bmjdENUDZ70fe9hxAs0J28bGhm4vFVvu9/7+vk62aQ0m8eIxcrvd8Hg8GBgYUCsqVUMGIfn9flQqFezv7yMSiahS4ST1tPRyG8fGxpDP55UgANA2A1QPOcmk9ZH2PWMMUqmUWnkBqNpMxZHWW55vKpQAVN1krRcVKGe9Ke3PrVZLlcpKpYKvfOUrWF5extzcHCYnJzEwMIDHHnsM3W5X6/vq9TqWlpaU4OXzeaytrWkfSpfLhUAgALfbrfV8JL5bW1soFArY3d3V9hKsRSRBpKJO8r6ysqIqczKZ1HrBa9euod1ua6/Wubk5ZDIZ7Q3aaDQ0IGpjY0OJDHCrHczOzg5WV1fR7Xb1eqB1dmZm5kCT+0wmg+3tbRQKBbWENhoNVaJYH8njBEBraqvVqpI5ph9HIhFMT0/rmGSwjnObNzc3tSaPacFbW1taU8tgHJIzBllJP02YKc9UWkOhEGZmZjAyMqLXfi6X036nxWJR7ZdUOHkOG42Gjlnaz1nPSps5x2S1WkUkEtHei36/H8eOHVO3AhdjqIazhtgYo4sDbrcb6+vrKBQKGuxD8njs2DFMT0+jXC7DGIMTJ05gYmIC9XodExMTGn7zyiuvIJFIqAW/3W7j2LFj2sZncHAQ5XIZOzs7iEajOHnyJBqNBqanp5HJZDA8PIzTp08jn88jHA5jbGwMrVYLKysrWldcKBRQKpU0gIj3B9ZAs36d90H25qU1++TJk7rwVa/X9XhNTExoWQCtyVzImpychNvtxksvvYRms6kLc0ePHsWxY5y/WVhYPOiQnh3slwB8zBizAuBncYcaS2NMDYBLRJzk8jERmenXVn43gD+7w1f8JwD/GMBvAPiZ/nN/BODH+t8NETl7h+2aM8Z8xRjzMwDOA+CNaQGA7Ylk8cDhUBNL0+9JSNLAXnJUF2hfY70ilS+qIpzw0/K4tbWFiYkJtVm53W6d6LfbbYTDYczNzanFiiEYVNdIapnKSMJG5Y62XSpJtExSbaNVlSmwHo8HmUxGW0tw0kmb2ejoqKplVACnp6dVEXKqt0yiZbgQ1QyG0XBCTDsxg2lo8aNqk0gktOaLwUQ8xlQASah5jkj4o9EoAOjEn9tPpYN2ZSqr7PfI98TjcSUcVO+ojpLc0mpMIsTv9vv9apnmRPf06dMaWtNsNjX1lC0NRAQrKyuqtGazWT2vIqITcR7P2dlZDA4O4urVq9jc3ESr1VJSR0sga0FJZkiyWRN6/fp1HRu5XE5tiE4y2mq1sLq6qvbGgYEBVXGTySTq9TrW1tZQr9c1YIaLIFykaDQaaDQaarGm+stgIZ7XkZERVCoVrcdjGM/W1pbWwgFAPp/H/v7+AcswE01ZZ0h1neRhZWUFPp8Pr732Gk6cOKG28VOnTmF0dBS1Wg3JZBLRaFRVM9poAegiC8OJ2AOVCytbW1u6yEAkEgm1uXq9Xhw5cgSRSOSAuhsMBlEul1WdTKVSGB0dVQsre0XyOmToEx0FAJSg8ZrPZDKq3A4MDOiCAWs8OebZzxK41W+Uqjtrp0mq+fpDDz2Es2fPYnd3F+VyGadPn8axY8dU2Wbd6/LysqqBGxsbuHr1qr7v4YcfxokTJzA9Pa1/xzZAJOmsRSaxrdfrOgZyuZzWoTebTR2PdHNks1m1Bw8PD+t1x/FNwrmwsABjDB566CGk02k88cQTB1oahcNhtFotLC4uajsnYwxOnz4NY4z21fT5fJiYmHiT/8exsLB4G+NvAFgxxnyu//g/ADguIu+5w3s/i4N21/MAfhHAZQA3Afyu880i8v0Adowx/x29tNlHReR9AP45gCEAr4jIpf7j2/ExEbkoIq8A2AHwh/3nvwXA79/9blpYvL3xlhFLETnqSML6kog0ReRjIhIWkc+JyLX+v6H++0VEfkFErksvfevc1/oOqlS0Nvp8Pp2kk7xwckiVis3MqdiwVQVXyamCsTZubGxMX2eiJVMmOalmP0QqEySrbNgdi8V0EjU1NaUTYianejweDezhBByAtg4g8WRQB+vLaMVMpVJai8lUTRJr1pDRbknbGGsLmf7JfpAADhBEv9+voTisk0yn02qzpYJAIkgLrlO1JLEOh8P6d1SBaNvleXO73Uoc2QqDtmRnMNDQ0JCSYoby0KpItY3jg2SmXq9rv8/5+Xkl3z6fD4FAAMFgEMlkUsNqqAizRUskEoHX60Uul1PisLKygtXVVSwtLeHll19WUkDySRWKCwx8vLe3pwmdVJHOnTunDe+TySQGBgawvLyMjY0NBAKBA/0ZWVPLBM6hoSEUCgWsrKwgFotpu4vp6WmcOnVKQ1cKhYIS7mKxqATF4/FoIurGxgZ2d3cRiUTQarV0TNHaynPKvqoMXAoGg5r2mkwm9XohGWJ4TTweR7fbxezsLEZGRjQF9bHHHtOFFhKq1dVVpNNpvU4zmQwymYwqXjMzM6rGc7t5nDh2q9UqarUavF6vjrn9/X3s7Oyg0Wiom8Dj8aiaNzY2htdeew0TExNYWVnB7Owstra2lFCRHN1uu2bd4NbWlroHuH3tdhuZTEbtuLQsM7iH9zFjDAqFgir3Gxsben1ls1ldZKrX6+h2u6hWq7rIxsCtcDiMc+fO6SITyfYXv/hFHfO0vS4tLWm40Pz8PNLpNIaGhjA1NaWtenK5nB4r2vNPnTqF+fl5RKNRzM3N6b02EAjoGGTa7s7ODsrlMhqNhi6OeDweTExM6L2oXC6j1Wppb1PWsrOXcLfb1Z+BgQHk83n86Z/+Ker1OsbGxrC+vo5Wq4VsNourV6/ipZdeeqP/jVlYWBwSGGN+2Rjz3Y7He8aYc8aYP7nD2/89gB9wPG4aY77DGHPUGPO3jDH7/c+YNsaUjTG/boz5q47PfdwY86wxpmuM+ZvGmNPGmJPGmA/13/PHjt9/zBhzyhhzxhjzPcaYrf53fhjAf3sLDoWFxX3FW0YsjTFX6DsH8C4AHfRWgX4KwOeNMUcAfL7/GOgVXB/p//wIepaGrwmu8pM4AkC9XteJPdVLEUG1WtVgEWctFK2zwWBQg15I6nZ2dpBKpbCysqK9+GgvYxgIY/lJ/kh0aOGKxWIIBAJYWVnBCy+8gJ2dHZ3oUYWgGjMyMqJhQyMjI8hms9ofk4E5zsk9n2PCLds9cPLJACIqdQzycFo1aXmk6sk2GCScnKA7A2hoUzTGHCCw3C8SbFp8SXQYJiQimJub01AV1lfG43G12TEYhDWqPG6cRDOkh0STx432ZCeJZZCQ3+/HyZMnlXAwwZdKJwNyqtUqgJ66ury8jGvXruHy5cuo1+tae8b9rdVqupDBJu/OekNnAA0tmfv7+1r3xvrBZrOpahqPx/DwMJrNJur1upJAZ0IuW+Osra2ppbdYLOr2sfaXCyGrq6sol8s6rkiUOp0Orly5gmaziWKxqHWWtI0HAgFdfGCtaCwW0+MBAIuLixgYGMD8/LwuQoRCIVWaJyYmkEwm1QJ57tw5HD9+HEeOHNF9OHr0qNaXBoNBrb3kWLl8+bImMGezWbWKDwwMoFgsolarIRgMqqWW44PBUHQEsLaWScTsRzo4OIhMJoNoNIpMJoNqtaoEmIslJI1+vx/hcFgXPMLhsKrCwWBQFwEqlYrazhcXF9HpdDA+Pq6LWOz7GYlE9BqlYksrdzAYRDqd1se8vlwuF5LJpKZRr6+vI5VK6f3km77pm/Ct3/qt8Pl8yGQyeh0ePXoU73rXuzA+Po6FhQXMz88jGAxqGu3s7Ky279nZ2dGQM6ej4IUXXtDFi3A4rNcx7dDcZ2fPTybSrq6u4uLFi7hx44b2iw0GgxogxcWbcrms96fNzU2Uy2Vcv34dL774Iq5du4a1tTV8+ctfRqFQwKlTpzA9PY3p6Wk0m00NQLKwsLBwwhjzMoDnRMR1P75fRGIAfq5vy7WweKBwr9qNvB/ADWPMsvT6/Ly3//yvoZek9Q8AfATAr5uezPTnIhIUkZQxJvfVPpg1kZz0OQNaWL/EpEtO6GmtIvl0JhxyAjk0NISFhQW8+uqrqsxR2XESmne/+9149tlnsba2pjVLVEfW1tYQCoXQbrc1nVFE8NprryGdTmsfSQbu0LbHvo+tVutAaxBuB21pJLm08jrbD5CAOVVIklbW1G1ubiqh5P6wNoz2UhIf00/bHR0dRbPZVIWX9j+qkzw+DE5iLdrm5ia2t7cxPj6OtbU1VTUZLANACQJr2XgeWq2WTpSpQvOzWSvJdioMNaKdd2hoCPPz82i1WlheXsbU1BRmZ2fx3HPPYWdnB1NTU+h0OloX1263EQqF1L569OhRVKtVTdhkqAoJMUNEisUijhw5gmaziXa7jaWlJSwsLKjlmtuTTqfRarUQjUa1RyYDnNjonkE7bAXT7XZRq9UO9H7k5JzHm3boVCqFSqWiil6tVtP6VNo02S8QAFZWVrC5uamKkcvl0gThYDCInZ0dtVIGg0ElM862LVxgyWQyqtZ9+MMfxhe/+EW43W4lf+vr69paJxKJ4Itf/CK+7/u+T/eHxDmVSqnNl2S7Xq9jfX0d4XBYyc/ExASazSYqlYr2hsxmswfaDnE/OTZJSGkfdtayklg1m00NqeG+MtSp3W7rwsuVK1cQCoWwt7eHXC4Hn8+nIU8kVTy37JVLJbZareLMmTN45ZVX9Dgy7KtSqWi/x83NTdTrdbVZHz16VFODRUTPJd8biUSwuLiIRx99FFtbW/B6vchkMjhz5gxWV1cxPT2Nubk5TbseGBjQNieRSATLy8sIBoOqUjOoh4s7VKFzuRyi0Siy2Sz29/cRDodVHWUPUDoYqNb6/X69l7DtSrlc1qTZ4eFhTfUNh8N6XLhYxcUNZ69LZ+ruwsICdnd30Wq1NIHawsLC4k4wxnyi/+sf93/u5XeX0OtjaWHxwOFeEcuPohfhDAAJB1nMA0j0f88AWHX8Tbb/3AFiKSI/gp6iqRMHTnJJnEhAgFu1dpxoM9BjcHAQOzs7OnHihI8KJz93fHwco6OjOHHiBBqNhrbPmJqaQrfbxbVr1+D1euF2u7WGiEmrwWBQbWe0f9GS2mw2dfJ19epVVX2orlKtrNVqOsHl8+xN6azZI2mmfZRkj6SNKqYzUZXHgJNn1tmRkFEVZe1UKBRS8k6CxYkiACUwPMYMTGLrFdpcuR8MTmKLk42NDbWhkgSRJFerVSQSvaFCC6wzfIlKCm2mTNZsNBqoVCqYn59Hp9OB2+3G9evXdSwwmZdJrBw3VPcGBwe1PQPVwWw2C6/Xi1gspu1GjDEolUra9oO1fCT4HJMMFGKdoMvlUkVvYGAA7XYb5XIZw8PD2vi9Xq/rWC0UCohEIhoixOPENjC0FjsDmW7evKkq9fj4OKrVqtZ0bm9vY2NjA/V6HbVaTRcXQqEQarUaxsbGlExR/ab9GAAmJiZQrVaRTCaxtrampCKbzeKpp57CtWvXcOTIEXS7XRw/flxtvW63G5FIBO12W22loVBIbdMbGxuYnJzE4OAgLl68iGeeeQblcllVR9oyx8fH1Ra6tbWF6elpbT0TCAS0/pGLDZcuXcLZs2fV9t5ut3WBw+VyaQ0xrZc7OzuYnJxEq9XS+uj+fQitVkuJNlNyl5aWcPz4cVXZeK9hLSbbGe3s7ODy5ct6vngd8vjT2l2tVjE6Oop6va5BX6w3dLvdqmxSDV9bW0M+n8eLL76oSdIbGxsIh8M4duyYqtPsP0ryNzAwoC1FWKfLcbWzs6N1vsPDw1hZWVFyz7rosbEx5HK5Az1Il5eX1RVAhwAXzLhowt7Ao6OjGojlXAjx+/26KMeaVK/Xqyndg4OD2NraQqvVwvnz53Hs2DEcO3YMV69exfXr17+e/5ssLCwsLCws3iS85cRSes1oPwzg47e/ZowxInKnWOfXhTHmlwH8MgCEw2HD+jwAWj9HmxsnQgDU/kqFjW0uWMtGVWlkZERrxkhOOAkvFovY3t7G9PQ0Lly4AABKkJzEzufzodVqIZlMolgsotVqYXd3F7FYDK1WC6FQCOVyGRMTE9rPjc3FqSiafp9MtgBggimDZ5wWYJIQWkepRpAY8jg4U2KHhoaws7ODZrOpqaRUbvmZJEUkW1R/SRRZx0iVgim3tLKyhpFkfWBgQI/DxsaG1tIxLZWTcKbO+nw+Ve7q9boquSSjLpdLv4cKFOu5+H1MsmWQClNRuZhAZZLN1P1+v/atTKfT2jORDegrlYraF2m9DAQCB/pw0gLJBFgnec7lcnC5XCiXy0qaOYkPBALY3d3VurvZ2Vnk83klSaFQCEtLS9pWxu/3o9Vqad3k9va2bm+pVAIAtSkPDQ0hl8uhUChoewkuOjCcB8CBOsGBgQE0m0211HLBgTW+JMI8HrQRh0IhXLp0CclkUkk564SDwSAGBwexvr6ORx99FJ1OR5Ncea0eOXIE1WpV6zNPnz59QFnjIkKj0cD29jZOnjyJ06dP48/+7M+Qz+fh9/sxOTmJQqGgPSCpfNFyzORnEpZms4loNAq/369hT5VKBV6vF6Ojo6q2raysKGHkcahUKuh0Ojh27BgGBgaU2PIz3W63Lppks1mthQ6FQjDGqFLJQCEqu7u7u6jVahqctL29jbW1NSQSCR1L09PTel1nMhndzp2dHV2EiMfj2N/f14U4Kt9clFpfX0e5XMb4+Dimpqa0hID3IC5esN1OJBJBKBTC8PCwHuNarYZ6vQ6Px6P26LGxMU0LZo0oe3by+nTer9jnlH18nYrq2toacrmcLuRwfJK085rPZrOo1+s4fvy4VSwtLCwsLCzuMe5FKuwHAbxsjCn0Hxek31uo/2+x//waAGeM33j/ua8KThxpNwNukUjWK1WrVW3MzckkLVOclJE0eTwePProo7qaT7uoy+XSKPulpSVMTEzoBJ8Eb2NjA5FIRFtCULFz1kVyG0KhkDZjZz0n7WZDQ0Pa187n8x2YkDlBUkKb7MjIiK7eM4yEoSzOHpYEJ5aEU4ly9gFlnaXT4uecfLLlCMkujyUnpJwEAtDaP5JJnguSV77GSSkfk+jT+su2DyQ7LpdL1TT2MCRJHRkZQT6fx+DgoJIKLhhQbaaKyBpZ9hOMRCKo1+tajxoOhxGPx7XdBm2XDIgh2aZ6yJo+kvy9vT1Vhrj40el0lEAkEgnt/UgLLglZNpvV+lbaq3ncxsbGVBUjMWUNZTAYxOjoqNp5aeVkcisJGokm0zaHhoZ0Ik/Sw++ngs5rIpFIaEBRJBLB7Ows9vb2MD4+roE93/zN3wyXy4Xp6Wk89thjmsTabrd1vNRqNfh8PoTDYT33VGvf+9734sSJEzqmRkdH0W638ZnPfAY3b97Ee97zHjz88MNIpVJoNpvaa9bv9yMej6NcLqsyzWvU4/Hg4YcfhsvlQrPZhN/vRyqVUvs1k3inp6cRj8c1ZIf3B9ZCJxIJrK6u6vFl+5dSqYQrV65ge3sbfr8fMzMzSKVSWs9N1a9arcLtdqNer2tv0nQ6jSNHjui5Yb0xyf38/Dz29vaQSqU04Mrn8yEej8MYoz11eWypFg4PD8Pn8yEYDCIWi2Fubg7nzp3TaygQCKgiSss5XQIjIyMYHx9HNBpVcprL5XTcsKXPxsYG8vk8FhYWEI/HdXGNYWGJRELr0FmvSgs4W77s7OyoEk2bd6fT0fCkwcFBJJNJ7OzsaPjQ4uIibty4gYsXL+LatWtf678PCwsLCwsLizcRQhvjW/YFIr8F4I+MMb/af/yzACrGmJ8WkZ8CEDbG/H0R+Q4AfxvAtwN4HMAvGGMe+xqf3QJw5S3dgbcnogDK93sj7jHsPr9z8E7cb7vPbw2mjDGxt/g7LCwsLCwsLPAWE0sR8QJYATBrjGn0n4sA+G0AkwCWAfw1Y0xVenLJLwL4AHoJsj9ojPmLr/H5f2GMeeQt24G3Kd6J+233+Z2Dd+J+2322sLCwsLCwOOx4S2ssjTEbACK3PVdBLyX29vcaAD/6Vm6PhYWFhYWFhYWFhYWFxZuPe1FjaWFhYWFhYWFhYWFhYfEA47ATy1++3xtwn/BO3G+7z+8cvBP32+6zhYWFhYWFxaHGWx7eY2FhYWFhYWFhYWFhYfFg47ArlhYWFhYWFhYWFhYWFhb3GYeWWIrIB0Tkiohc77cteSAgIhMi8pyIvCoil0Tkx/vPh0XkcyJyrf9vqP+8iMgv9I/DKyJy7v7uwTcOEXGJyAUR+XT/8YyIvNDft/8hIsP95939x9f7r0/f1w1/AxCRoIh8UkReE5HLIvLkg36uReQn+mP7ooj8poh4HsRzLSKfEJGiiFx0PHfX51ZEfqD//msi8gP3Y1++XrzOPv9sf3y/IiK/KyJBx2sf7+/zFRH5S47nH8j7u4WFhYWFxYOMQ0ksRcQF4N8D+CCAEwC+R0RO3N+tetOwC+DvGmNOAHgCwI/29+2nAHzeGHMEwOf7j4HeMTjS//kRAL907zf5TcOPA7jsePwzAH7eGDMPoAbgh/vP/zCAWv/5n++/77Di3wH4jDHmGICH0Nv/B/Zci0gGwN8B8Igx5hQAF4CP4sE81/8FvfZJTtzVuRWRMIB/gl5v38cA/BOS0bcp/gv+733+HIBTxpgzAK4C+DgA9O9rHwVwsv83/6G/uPQg398tLCwsLCweWBxKYoneBOu6MWbRGLMN4LcAfOQ+b9ObAmNMzhjzcv/3FnpEI4Pe/v1a/22/BuCv9H//CIBfNz38OYCgiKTu7Va/cYjIOIDvAPCf+48FwPsAfLL/ltv3mcfikwDe33//oYKIBAB8M4BfAQBjzLYxpo4H/Fyj1+ZoREQGAYwCyOEBPNfGmC8AqN729N2e278E4HPGmKoxpoYeSbuduL1tcKd9NsZ81hiz23/45wDG+79/BMBvGWO2jDE3AVxH797+wN7fLSwsLCwsHmQcVmKZAbDqeJztP/dAoW/7OwvgBQAJY0yu/1IeQKL/+4NyLP4tgL8PYL//OAKg7piQOvdL97n/egO39Us9JJgBUALwq30L8H8WES8e4HNtjFkD8G8ArKBHKBsAXsKDf66Juz23h/6c34YfAvCH/d/fKftsYWFhYWHxjsBhJZYPPERkDMD/BPAxY0zT+ZrpRfk+MHG+IvIhAEVjzEv3e1vuMQYBnAPwS8aYswA2cMsaCeCBPNch9NSnGQBpAF68jRW4txIP2rn9WhCRf4Se1f837ve2WFhYWFhYWLz5OKzEcg3AhOPxeP+5BwIiMoQeqfwNY8zv9J8u0PbY/7fYf/5BOBbvBvBhEVlCz/b2PvRqD4N9uyRwcL90n/uvBwBU7uUGv0nIAsgaY17oP/4kekTzQT7X3wrgpjGmZIzZAfA76J3/B/1cE3d7bh+Ecw4R+f8AfAjA95pbPa4e6H22sLCwsLB4p+GwEsvzAI70kySH0QuA+NR93qY3Bf36sV8BcNkY83OOlz4FgImQPwDg9xzPf38/VfIJAA2H1e5QwBjzcWPMuDFmGr1z+awx5nsBPAfgu/pvu32feSy+q//+Q6f8GGPyAFZF5Gj/qfcDeBUP8LlGzwL7hIiM9sc69/mBPtcO3O25/SMAz4hIqK/2PtN/7tBARD6Ans39w8aYjuOlTwH4aD/5dwa94KIX8QDf3y0sLCwsLB5kyGGdo4nIt6NXl+cC8AljzL+8v1v05kBEngbwpwC+glv1hv8QvTrL3wYwCWAZwF8zxlT7k/NfRM9O2AHwg8aYv7jnG/4mQUTeC+AnjTEfEpFZ9BTMMIALAP5fY8yWiHgA/Ff06k+rAD5qjFm8T5v8hiAiD6MXWDQMYBHAD6K34PPAnmsR+acAvhs9W+QFAH8dvRq6B+pci8hvAngvgCiAAnrprv8Ld3luReSH0LsHAMC/NMb86j3cjbvC6+zzxwG4cUtp/nNjzN/qv/8foVd3uYue7f8P+88/kPd3CwsLCwuLBxmHllhaWFhYWFhYWFhYWFhYvD1wWK2wFhYWFhYWFhYWFhYWFm8TWGJpYWFhYWFhYWFhYWFh8YZgiaWFhYWFhYWFhYWFhYXFG4IllhYWFhYWFhYWFhYWFhZvCJZYWlhYWFhYWFhYWFhYWLwhWGJpYXEPISITInJTRML9x6H+4+k7vHdERP5ERFxf4zP/QESC38C2vFdEPv1VXo+JyGfu9nMtLCwsLCwsLCzeebDE0sLiHsIYswrglwD8dP+pnwbwy8aYpTu8/YcA/I4xZu9rfOa3G2Pqb+Z29j+3BCAnIu9+sz/bwsLCwsLCwsLiwYIllhYW9x4/D+AJEfkYgKcB/JvXed/3Avg9QNXFL4jI74vIFRH5jyIy0H9tSUSiIvKoiLwiIh4R8YrIJRE51f/9EyLyoohcEJGP3P5FIvIeEflS/+eCiPj6L/2v/nZYWFhYWFhYWFhYvC4G7/cGWFi802CM2RGRvwfgMwCeMcbs3P4eERkGMHubkvkYgBMAlvt/+50APun43PMi8ikA/wLACID/Zoy5KCL/CsCzxpgf6ltmXxSR/3PbV/4kgB81xjwvImMANvvP/0X/8ywsLCwsLCwsLCxeF1axtLC4P/gggByAU6/zehRA/bbnXjTGLPatsb+Jntp5O/4ZgG8D8AiAf91/7hkAPyUiXwLwxwA8ACZv+7vnAfyciPwdAEFjzG7/+SKA9Ne3SxYWFhYWFhYWFu9UWGJpYXGPISIPo0f+ngDwEyKSusPbuugRQCfM13gMABEAYwB8jr8XAH/VGPNw/2fSGHP5wAcZ89MA/jp6SufzInKs/5Knvy0WFhYWFhYWFhYWrwtLLC0s7iFERNAL7/mYMWYFwM/iDjWWxpgaAJeIOMnlYyIy06+t/G4Af3aHr/hPAP4xgN8A8DP95/4IwI/1vxsicvYO2zVnjPmKMeZnAJwHQGK5AODi3e+phYWFhYWFhYXFOwmWWFpY3Fv8DQArxpjP9R//BwDHReQ9d3jvZ3HQ7noewC8CuAzgJoDfdb5ZRL4fwI4x5r+jlzb7qIi8D8A/BzAE4BURudR/fDs+JiIXReQVADsA/rD//LcA+P27300LCwsLCwsLC4t3EsSYO7npLCws7jdE5ByAnzDGfJ+IvBfATxpjPnSPt+ELAD7SV1AtLCwsLCwsLCws7girWFpYvE1hjHkZwHMi4rof3y8iMQCy4aHaAAAAjklEQVQ/Z0mlhYWFhYWFhYXF14JVLC0sLCwsLCwsLCwsLCzeEKxiaWFhYWFhYWFhYWFhYfGGYImlhYWFhYWFhYWFhYWFxRuCJZYWFhYWFhYWFhYWFhYWbwiWWFpYWFhYWFhYWFhYWFi8IVhiaWFhYWFhYWFhYWFhYfGGYImlhYWFhYWFhYWFhYWFxRvC/w8AgDKeWSN3lwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "nys = 200; nye = 500; nxs = 0; nxe = 800             # start and end pixel numbers for the cropped image\n",
    "\n",
    "imageBWcrop = imageBW[nys:nye,nxs:nxe]\n",
    "\n",
    "from matplotlib.patches import Rectangle\n",
    "\n",
    "plt.subplot(121)\n",
    "plt.imshow(imageBW,cmap=plt.cm.Greys)\n",
    "rect = plt.Rectangle((nxs,nys),nxe-nxs,nye-nys,linewidth=1, edgecolor='r', facecolor='none')\n",
    "plt.annotate('Crop',((nxe+nxs)*0.5,((nye+nys)*0.5)),color='red',fontsize=15)\n",
    "plt.gca().add_patch(rect)\n",
    "plt.xlabel('X (pixels)'); plt.ylabel('Y (pixels)'); plt.title('Image Converted to Greyscale')\n",
    "\n",
    "plt.subplot(122)\n",
    "plt.imshow(imageBWcrop,cmap=plt.cm.Greys)\n",
    "plt.xlabel('X (pixels)'); plt.ylabel('Y (pixels)'); plt.title('Image Converted to Greyscale and Cropped')\n",
    "\n",
    "plt.subplots_adjust(left=0.0, bottom=0.0, right=2.0, top=2.2, wspace=0.2, hspace=0.3); plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Calculate Directional Variograms\n",
    "\n",
    "Use GeostatsPy's gam function to calculated directional variograms for gridded, exhaustive data\n",
    "\n",
    "* warning this calculation may take a couple minutes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [],
   "source": [
    "nlagx,variox,nppx = geostats.gam(imageBWcrop,tmin=-9999,tmax=9999,xsiz=1.0,ysiz=1.0,ixd=2,iyd=0,nlag=350,isill=1.0)\n",
    "nlagy,varioy,nppy = geostats.gam(imageBWcrop,tmin=-9999,tmax=9999,xsiz=1.0,ysiz=1.0,ixd=0,iyd=2,nlag=150,isill=1.0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Plot the Image and Directional Variograms"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.subplot(211)\n",
    "plt.imshow(imageBWcrop,cmap=plt.cm.Greys)\n",
    "plt.xlabel('X (pixels)'); plt.ylabel('Y (pixels)'); plt.title('Image for Variogram Analysis')\n",
    "\n",
    "plt.subplot(212)\n",
    "plt.scatter(nlagx,variox,s=20,color='orange',edgecolor='black',label='X')\n",
    "plt.scatter(nlagy,varioy,s=20,color='red',edgecolor='black',label='Y')\n",
    "plt.plot([0,250],[1,1],color='black')\n",
    "plt.xlabel(r'Lag Distance, $\\bf{h}$ (pixels)'); plt.ylabel(r'Variogram $\\gamma$($\\bf{h}$)'); plt.title('Directional Variograms')\n",
    "plt.xlim([0,250]); plt.ylim([0,1.1]); plt.grid(); plt.legend(loc='lower right')\n",
    "\n",
    "plt.subplots_adjust(left=0.0, bottom=0.0, right=1.0, top=1.6, wspace=0.2, hspace=0.3); plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Comments\n",
    "\n",
    "This was a basic demonstration of spatial data directional continuity analysis on image data. Of course, cows are a fun example, but this workflow could be applied to 2D maps or gridded 3D model / data sections. Much more could be done, I have other demonstrations on the basics of working with DataFrames, ndarrays, univariate statistics, plotting data, declustering, data transformations and many other workflows available at https://github.com/GeostatsGuy/PythonNumericalDemos and https://github.com/GeostatsGuy/GeostatsPy. \n",
    "  \n",
    "I hope this was helpful,\n",
    "\n",
    "*Michael*\n",
    "\n",
    "Michael Pyrcz, Ph.D., P.Eng. Associate Professor The Hildebrand Department of Petroleum and Geosystems Engineering, Bureau of Economic Geology, The Jackson School of Geosciences, The University of Texas at Austin\n",
    "\n",
    "#### More Resources Available at: [Twitter](https://twitter.com/geostatsguy) | [GitHub](https://github.com/GeostatsGuy) | [Website](http://michaelpyrcz.com) | [GoogleScholar](https://scholar.google.com/citations?user=QVZ20eQAAAAJ&hl=en&oi=ao) | [Book](https://www.amazon.com/Geostatistical-Reservoir-Modeling-Michael-Pyrcz/dp/0199731446) | [YouTube](https://www.youtube.com/channel/UCLqEr-xV-ceHdXXXrTId5ig)  | [LinkedIn](https://www.linkedin.com/in/michael-pyrcz-61a648a1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
